In [1]:
import pandas as pd
import numpy as np
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
import matplotlib.pyplot as plt
import seaborn as sns

import warnings 
warnings.simplefilter("ignore")

Load the data¶¶

In [2]:
df = pd.read_csv("C:\\Users\\Sofiya sultana\\Downloads\\cancer_data_denmark.csv")
df.head()
Out[2]:
Patient_ID Age Gender Region Cancer_Type Stage Diagnosis_Date Treatment_Type Treatment_Start_Date Treatment_End_Date ... Smoking_Status Alcohol_Consumption BMI Comorbidities Family_History Survival_Months Relapse Occupation Income_Level Followup_Date
0 1 69 Male Hovedstaden Leukemia III 2015-06-26 Radiation 2015-11-19 2020-04-24 ... Current NaN 19.4 Multiple Yes 83 No Office Worker Low 2022-12-13
1 2 41 Male Sjælland Lung I 2016-03-05 Hormone Therapy 2022-07-01 2023-12-16 ... Never Moderate 26.6 Multiple No 108 Yes Healthcare High 2024-08-15
2 3 47 Female Syddanmark Prostate II 2017-09-17 Radiation 2022-05-09 2023-06-10 ... Never Moderate 26.2 NaN No 108 No Retired Medium 2024-06-16
3 4 66 Male Midtjylland Skin I 2018-03-07 Immunotherapy 2019-02-19 2020-06-03 ... Current Heavy 15.4 Hypertension Yes 108 Yes Office Worker High 2024-04-27
4 5 72 Male Syddanmark Breast II 2019-11-09 Chemotherapy 2019-11-17 2023-03-16 ... Former Heavy 19.2 Hypertension Yes 39 No Manual Labor Low 2023-05-22

5 rows × 25 columns

In [3]:
df.shape
Out[3]:
(3000, 25)

CODE FOR ALL THE 10 DIFFERENT SEEDS WITH PERCENTAGE¶

In [12]:
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
import pandas as pd
import numpy as np
df = pd.read_csv("C:\\Users\\Sofiya sultana\\Downloads\\cancer_data_denmark.csv")
data = np.random.rand(3000, 10)
df = pd.DataFrame(data, columns=[f'feature_{i}' for i in range(10)])
df['cancer_type'] = np.random.randint(0, 6, 3000) # Generating 6 types of cancer (0-5)

# --- Define Features and Target ---
# IMPORTANT: Adjust these features to match your actual Cancer Data Denmark columns
features = [f'feature_{i}' for i in range(10)]
target = 'cancer_type' # Explicitly named as 'cancer_type'

# Scale features
X_scaled = StandardScaler().fit_transform(df[features])

# Generate seed sets dynamically
# Creates 10 seed sets, each with 6 unique indices spread across the data
num_rows = X_scaled.shape[0]
seed_sets = []
for _ in range(10): # Using '_' as loop variable since 'i' is used later
    # Generates 6 random unique indices within the data range
    seeds = np.random.choice(num_rows, 6, replace=False).tolist()
    seed_sets.append(seeds)

# --- Perform KMeans for each seed set ---
for i, seeds in enumerate(seed_sets, 1):
    kmeans = KMeans(n_clusters=6, init=X_scaled[seeds], n_init=1)
    kmeans.fit(X_scaled)

    df_temp = df.copy()
    df_temp['Cluster'] = kmeans.labels_ # Assigning cluster labels

    # Create and print combined cross-tabulation
    # Renaming the index and columns for clearer output
    counts = pd.crosstab(df_temp[target], df_temp['Cluster'], margins=True, margins_name='Total')
    percents = counts.div(counts.loc['Total'], axis=1).mul(100).round(1)
    combined = counts.astype(str) + ' (' + percents.astype(str) + '%)'

    # Adjusting the display for the output
    combined.index.name = "Type of Cancer" # Renaming the index
    combined.columns.name = "Cluster Labels" # Renaming the column header for clusters

    print(f"\n{'='*80}\nSeed Set {i} {seeds} Distribution:")
    print("Type of Cancer vs. 6 Clusters (Count and Percentage):")
    print(combined.to_string())

    # Optionally, print just the counts for easier readability if preferred
    # print("\nRaw Counts:")
    # print(counts.to_string())
================================================================================
Seed Set 1 [2617, 101, 130, 1598, 1009, 1896] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 91 (17.8%)    68 (13.5%)    81 (15.6%)    89 (16.8%)    83 (17.3%)    71 (15.5%)    483 (16.1%)
1                 82 (16.0%)   101 (20.1%)   100 (19.3%)   105 (19.8%)    81 (16.9%)    80 (17.5%)    549 (18.3%)
2                 88 (17.2%)   102 (20.3%)    94 (18.1%)    97 (18.3%)    93 (19.4%)    71 (15.5%)    545 (18.2%)
3                 83 (16.2%)    80 (15.9%)    74 (14.3%)    83 (15.6%)    77 (16.1%)    72 (15.8%)    469 (15.6%)
4                 85 (16.6%)    69 (13.7%)    86 (16.6%)    89 (16.8%)    70 (14.6%)    79 (17.3%)    478 (15.9%)
5                 83 (16.2%)    83 (16.5%)    83 (16.0%)    68 (12.8%)    75 (15.7%)    84 (18.4%)    476 (15.9%)
Total           512 (100.0%)  503 (100.0%)  518 (100.0%)  531 (100.0%)  479 (100.0%)  457 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 2 [1638, 2066, 2282, 1552, 357, 615] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 90 (19.0%)    89 (17.3%)    66 (14.2%)    73 (14.2%)    88 (16.3%)    77 (15.6%)    483 (16.1%)
1                 77 (16.2%)    93 (18.1%)    85 (18.3%)    97 (18.8%)    94 (17.4%)   103 (20.9%)    549 (18.3%)
2                 87 (18.4%)    84 (16.3%)    94 (20.3%)   101 (19.6%)    90 (16.7%)    89 (18.1%)    545 (18.2%)
3                 84 (17.7%)    77 (15.0%)    66 (14.2%)    76 (14.8%)    86 (16.0%)    80 (16.2%)    469 (15.6%)
4                 65 (13.7%)    95 (18.4%)    77 (16.6%)    77 (15.0%)    92 (17.1%)    72 (14.6%)    478 (15.9%)
5                 71 (15.0%)    77 (15.0%)    76 (16.4%)    91 (17.7%)    89 (16.5%)    72 (14.6%)    476 (15.9%)
Total           474 (100.0%)  515 (100.0%)  464 (100.0%)  515 (100.0%)  539 (100.0%)  493 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 3 [2103, 307, 649, 868, 2919, 1598] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 71 (13.8%)    68 (15.3%)    83 (17.0%)    92 (18.2%)    79 (15.3%)    90 (16.9%)    483 (16.1%)
1                 99 (19.2%)    74 (16.6%)    91 (18.6%)    90 (17.8%)    94 (18.2%)   101 (19.0%)    549 (18.3%)
2                 95 (18.4%)    80 (18.0%)    80 (16.4%)    92 (18.2%)    96 (18.6%)   102 (19.2%)    545 (18.2%)
3                 85 (16.5%)    89 (20.0%)    84 (17.2%)    70 (13.9%)    81 (15.7%)    60 (11.3%)    469 (15.6%)
4                 89 (17.3%)    62 (13.9%)    78 (16.0%)    79 (15.6%)    81 (15.7%)    89 (16.8%)    478 (15.9%)
5                 76 (14.8%)    72 (16.2%)    72 (14.8%)    82 (16.2%)    85 (16.5%)    89 (16.8%)    476 (15.9%)
Total           515 (100.0%)  445 (100.0%)  488 (100.0%)  505 (100.0%)  516 (100.0%)  531 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 4 [544, 1087, 1175, 486, 1172, 1366] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 62 (13.3%)    82 (15.2%)    89 (18.4%)    83 (16.4%)    87 (19.4%)    80 (14.4%)    483 (16.1%)
1                 90 (19.3%)   111 (20.6%)    79 (16.4%)    89 (17.6%)    69 (15.4%)   111 (19.9%)    549 (18.3%)
2                 91 (19.5%)    88 (16.3%)    80 (16.6%)    91 (18.0%)    83 (18.5%)   112 (20.1%)    545 (18.2%)
3                 79 (17.0%)    94 (17.4%)    77 (15.9%)    69 (13.7%)    68 (15.1%)    82 (14.7%)    469 (15.6%)
4                 74 (15.9%)    87 (16.1%)    82 (17.0%)    83 (16.4%)    62 (13.8%)    90 (16.2%)    478 (15.9%)
5                 70 (15.0%)    78 (14.4%)    76 (15.7%)    90 (17.8%)    80 (17.8%)    82 (14.7%)    476 (15.9%)
Total           466 (100.0%)  540 (100.0%)  483 (100.0%)  505 (100.0%)  449 (100.0%)  557 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 5 [2565, 1058, 2302, 2706, 1595, 2672] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 79 (16.3%)    78 (15.9%)    81 (15.4%)    85 (17.1%)    89 (18.0%)    71 (14.1%)    483 (16.1%)
1                 75 (15.4%)    96 (19.5%)   101 (19.2%)    86 (17.3%)    89 (18.0%)   102 (20.2%)    549 (18.3%)
2                 81 (16.7%)    94 (19.1%)   101 (19.2%)    96 (19.3%)    96 (19.4%)    77 (15.3%)    545 (18.2%)
3                 74 (15.2%)    75 (15.2%)    74 (14.1%)    78 (15.7%)    82 (16.6%)    86 (17.1%)    469 (15.6%)
4                102 (21.0%)    67 (13.6%)    90 (17.1%)    73 (14.7%)    62 (12.6%)    84 (16.7%)    478 (15.9%)
5                 75 (15.4%)    82 (16.7%)    79 (15.0%)    80 (16.1%)    76 (15.4%)    84 (16.7%)    476 (15.9%)
Total           486 (100.0%)  492 (100.0%)  526 (100.0%)  498 (100.0%)  494 (100.0%)  504 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 6 [2950, 2214, 2681, 2413, 2921, 1330] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 93 (18.9%)    86 (18.4%)    66 (12.9%)    73 (14.5%)    83 (16.7%)    82 (15.5%)    483 (16.1%)
1                 88 (17.9%)    72 (15.4%)   107 (20.9%)   103 (20.5%)    85 (17.1%)    94 (17.7%)    549 (18.3%)
2                 88 (17.9%)    86 (18.4%)    81 (15.8%)    95 (18.9%)    95 (19.1%)   100 (18.9%)    545 (18.2%)
3                 73 (14.9%)    80 (17.1%)    89 (17.4%)    72 (14.3%)    74 (14.9%)    81 (15.3%)    469 (15.6%)
4                 61 (12.4%)    78 (16.7%)   102 (19.9%)    75 (14.9%)    76 (15.3%)    86 (16.2%)    478 (15.9%)
5                 88 (17.9%)    66 (14.1%)    67 (13.1%)    84 (16.7%)    84 (16.9%)    87 (16.4%)    476 (15.9%)
Total           491 (100.0%)  468 (100.0%)  512 (100.0%)  502 (100.0%)  497 (100.0%)  530 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 7 [1109, 1898, 1240, 2245, 2908, 405] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 72 (14.3%)    72 (14.3%)    83 (17.1%)    78 (16.7%)    78 (15.2%)   100 (19.0%)    483 (16.1%)
1                 94 (18.7%)    96 (19.0%)    89 (18.3%)    85 (18.2%)    97 (18.9%)    88 (16.7%)    549 (18.3%)
2                100 (19.9%)    93 (18.5%)    87 (17.9%)    71 (15.2%)    99 (19.3%)    95 (18.0%)    545 (18.2%)
3                 81 (16.1%)    70 (13.9%)    74 (15.2%)    76 (16.2%)    77 (15.0%)    91 (17.3%)    469 (15.6%)
4                 78 (15.5%)    82 (16.3%)    81 (16.7%)    83 (17.7%)    72 (14.0%)    82 (15.6%)    478 (15.9%)
5                 77 (15.3%)    91 (18.1%)    72 (14.8%)    75 (16.0%)    90 (17.5%)    71 (13.5%)    476 (15.9%)
Total           502 (100.0%)  504 (100.0%)  486 (100.0%)  468 (100.0%)  513 (100.0%)  527 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 8 [2306, 1765, 1003, 945, 2489, 1569] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 94 (16.1%)    90 (18.3%)    80 (15.8%)    68 (14.5%)    87 (18.2%)    64 (13.5%)    483 (16.1%)
1                118 (20.2%)    82 (16.6%)    81 (16.0%)    96 (20.5%)    76 (15.9%)    96 (20.3%)    549 (18.3%)
2                 95 (16.3%)    87 (17.6%)    91 (18.0%)    91 (19.4%)    91 (19.1%)    90 (19.0%)    545 (18.2%)
3                 94 (16.1%)    79 (16.0%)    81 (16.0%)    60 (12.8%)    75 (15.7%)    80 (16.9%)    469 (15.6%)
4                 93 (16.0%)    76 (15.4%)    94 (18.6%)    76 (16.2%)    66 (13.8%)    73 (15.4%)    478 (15.9%)
5                 89 (15.3%)    79 (16.0%)    78 (15.4%)    77 (16.5%)    82 (17.2%)    71 (15.0%)    476 (15.9%)
Total           583 (100.0%)  493 (100.0%)  505 (100.0%)  468 (100.0%)  477 (100.0%)  474 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 9 [1351, 1985, 2507, 143, 1454, 543] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 80 (15.9%)    87 (16.1%)    79 (15.9%)    84 (16.9%)    68 (14.1%)    85 (17.5%)    483 (16.1%)
1                 92 (18.3%)    95 (17.6%)    87 (17.5%)   105 (21.2%)    92 (19.1%)    78 (16.1%)    549 (18.3%)
2                 92 (18.3%)    96 (17.8%)    91 (18.3%)    82 (16.5%)    96 (20.0%)    88 (18.1%)    545 (18.2%)
3                 66 (13.1%)    86 (16.0%)    79 (15.9%)    82 (16.5%)    62 (12.9%)    94 (19.4%)    469 (15.6%)
4                 90 (17.9%)    90 (16.7%)    77 (15.5%)    69 (13.9%)    79 (16.4%)    73 (15.1%)    478 (15.9%)
5                 83 (16.5%)    85 (15.8%)    83 (16.7%)    74 (14.9%)    84 (17.5%)    67 (13.8%)    476 (15.9%)
Total           503 (100.0%)  539 (100.0%)  496 (100.0%)  496 (100.0%)  481 (100.0%)  485 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 10 [2425, 472, 1070, 2721, 93, 2173] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
0                 84 (16.6%)    83 (17.4%)    72 (13.7%)    70 (14.3%)    87 (16.8%)    87 (17.8%)    483 (16.1%)
1                 88 (17.4%)    89 (18.7%)   102 (19.5%)    98 (20.1%)    88 (17.0%)    84 (17.2%)    549 (18.3%)
2                 83 (16.4%)    76 (16.0%)   101 (19.3%)    90 (18.4%)   101 (19.5%)    94 (19.3%)    545 (18.2%)
3                 85 (16.8%)    77 (16.2%)    84 (16.0%)    65 (13.3%)    94 (18.1%)    64 (13.1%)    469 (15.6%)
4                 95 (18.8%)    68 (14.3%)    81 (15.5%)    81 (16.6%)    71 (13.7%)    82 (16.8%)    478 (15.9%)
5                 70 (13.9%)    83 (17.4%)    84 (16.0%)    84 (17.2%)    78 (15.0%)    77 (15.8%)    476 (15.9%)
Total           505 (100.0%)  476 (100.0%)  524 (100.0%)  488 (100.0%)  519 (100.0%)  488 (100.0%)  3000 (100.0%)
In [14]:
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
import pandas as pd
import numpy as np


df = pd.read_csv("C:\\Users\\Sofiya sultana\\Downloads\\cancer_data_denmark.csv")
features = [
    'Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 'Lymph_Nodes_Positive',
    'BMI', 'Survival_Months'
]

# Ensure all features exist in the DataFrame before proceeding
for feature in features:
    if feature not in df.columns:
        print(f"Error: Feature '{feature}' not found in the dataset. Please check your feature list.")
        # Fallback to a generic set if specified features are missing, or exit
        features = [col for col in df.columns if df[col].dtype in ['int64', 'float64'] and col not in ['Patient_ID', 'Survival_Months', 'Relapse']]
        if not features:
            raise ValueError("No numerical features found for clustering after initial check. Adjust 'features' list.")
        else:
            print(f"Using fallback numerical features: {features}")
        break

# The target is the 'Cancer_Type' column from your actual dataset
target = 'Cancer_Type'

# Handle potential missing values in features by filling with the mean
# This is a common preprocessing step for clustering
for feature in features:
    if df[feature].isnull().any():
        df[feature] = df[feature].fillna(df[feature].mean())

# Scale features
X_scaled = StandardScaler().fit_transform(df[features])

# Generate seed sets dynamically
# Creates 10 seed sets, each with 6 unique indices spread across the data
num_rows = X_scaled.shape[0]
seed_sets = []
for _ in range(10): # Using '_' as loop variable since 'i' is used later
    # Generates 6 random unique indices within the data range
    seeds = np.random.choice(num_rows, 6, replace=False).tolist()
    seed_sets.append(seeds)

# --- Perform KMeans for each seed set ---
for i, seeds in enumerate(seed_sets, 1):
    # n_init='auto' is recommended for KMeans in newer scikit-learn versions
    # If using an older version, you might need to keep n_init=1 explicitly with `init`
    kmeans = KMeans(n_clusters=6, init=X_scaled[seeds], n_init=1, random_state=42)
    kmeans.fit(X_scaled)

    df_temp = df.copy()
    df_temp['Cluster'] = kmeans.labels_ # Assigning cluster labels

    # Create and print combined cross-tabulation
    # Renaming the index and columns for clearer output
    # Now df_temp[target] will contain the actual cancer type names
    counts = pd.crosstab(df_temp[target], df_temp['Cluster'], margins=True, margins_name='Total')
    percents = counts.div(counts.loc['Total'], axis=1).mul(100).round(1)
    combined = counts.astype(str) + ' (' + percents.astype(str) + '%)'

    # Adjusting the display for the output
    combined.index.name = "Type of Cancer" # Renaming the index
    combined.columns.name = "Cluster Labels" # Renaming the column header for clusters

    print(f"\n{'='*80}\nSeed Set {i} {seeds} Distribution:")
    print("Type of Cancer vs. 6 Clusters (Count and Percentage):")
    print(combined.to_string())
================================================================================
Seed Set 1 [2956, 834, 2985, 1436, 41, 1949] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            83 (19.4%)    84 (16.3%)    71 (15.1%)   115 (19.2%)    75 (16.2%)    79 (15.0%)    507 (16.9%)
Colon             78 (18.2%)    89 (17.3%)    81 (17.3%)    96 (16.0%)    80 (17.3%)    82 (15.6%)    506 (16.9%)
Leukemia          72 (16.8%)   100 (19.5%)    73 (15.6%)    90 (15.0%)    87 (18.8%)    88 (16.7%)    510 (17.0%)
Lung              67 (15.7%)    82 (16.0%)    90 (19.2%)   117 (19.5%)    74 (16.0%)    84 (16.0%)    514 (17.1%)
Prostate          64 (15.0%)    88 (17.1%)    66 (14.1%)    92 (15.3%)    85 (18.4%)    93 (17.7%)    488 (16.3%)
Skin              64 (15.0%)    71 (13.8%)    88 (18.8%)    90 (15.0%)    62 (13.4%)   100 (19.0%)    475 (15.8%)
Total           428 (100.0%)  514 (100.0%)  469 (100.0%)  600 (100.0%)  463 (100.0%)  526 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 2 [2786, 2391, 863, 11, 137, 2602] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            90 (17.2%)    92 (16.6%)    86 (18.6%)    83 (15.8%)    88 (17.5%)    68 (15.7%)    507 (16.9%)
Colon             83 (15.9%)   100 (18.1%)    90 (19.5%)    80 (15.2%)    78 (15.5%)    75 (17.3%)    506 (16.9%)
Leukemia          81 (15.5%)    90 (16.3%)    90 (19.5%)    83 (15.8%)    99 (19.6%)    67 (15.5%)    510 (17.0%)
Lung              92 (17.6%)   104 (18.8%)    72 (15.6%)    92 (17.5%)    82 (16.3%)    72 (16.6%)    514 (17.1%)
Prostate          87 (16.7%)    73 (13.2%)    67 (14.5%)   100 (19.0%)    81 (16.1%)    80 (18.5%)    488 (16.3%)
Skin              89 (17.0%)    94 (17.0%)    57 (12.3%)    88 (16.7%)    76 (15.1%)    71 (16.4%)    475 (15.8%)
Total           522 (100.0%)  553 (100.0%)  462 (100.0%)  526 (100.0%)  504 (100.0%)  433 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 3 [340, 2317, 2867, 30, 667, 2553] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            72 (14.8%)    72 (14.1%)    80 (17.3%)   107 (19.5%)    80 (16.1%)    96 (19.4%)    507 (16.9%)
Colon             96 (19.8%)    95 (18.6%)    81 (17.5%)    75 (13.7%)    69 (13.9%)    90 (18.1%)    506 (16.9%)
Leukemia          71 (14.6%)   105 (20.5%)    86 (18.6%)    85 (15.5%)    77 (15.5%)    86 (17.3%)    510 (17.0%)
Lung              93 (19.1%)    79 (15.5%)    74 (16.0%)   104 (18.9%)    88 (17.7%)    76 (15.3%)    514 (17.1%)
Prostate          68 (14.0%)    90 (17.6%)    80 (17.3%)    84 (15.3%)    92 (18.5%)    74 (14.9%)    488 (16.3%)
Skin              86 (17.7%)    70 (13.7%)    61 (13.2%)    94 (17.1%)    90 (18.1%)    74 (14.9%)    475 (15.8%)
Total           486 (100.0%)  511 (100.0%)  462 (100.0%)  549 (100.0%)  496 (100.0%)  496 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 4 [131, 1308, 891, 2702, 271, 1677] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast           109 (19.2%)    74 (16.2%)    94 (17.2%)    85 (16.6%)    69 (14.6%)    76 (17.1%)    507 (16.9%)
Colon            100 (17.6%)    76 (16.6%)    85 (15.6%)    95 (18.6%)    80 (16.9%)    70 (15.7%)    506 (16.9%)
Leukemia         105 (18.5%)    81 (17.7%)    82 (15.0%)    91 (17.8%)    73 (15.4%)    78 (17.5%)    510 (17.0%)
Lung              87 (15.3%)    82 (17.9%)    95 (17.4%)    83 (16.2%)    80 (16.9%)    87 (19.6%)    514 (17.1%)
Prostate          91 (16.0%)    63 (13.8%)    88 (16.1%)    84 (16.4%)    89 (18.8%)    73 (16.4%)    488 (16.3%)
Skin              75 (13.2%)    82 (17.9%)   101 (18.5%)    74 (14.5%)    82 (17.3%)    61 (13.7%)    475 (15.8%)
Total           567 (100.0%)  458 (100.0%)  545 (100.0%)  512 (100.0%)  473 (100.0%)  445 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 5 [26, 1920, 2641, 1732, 1976, 177] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            82 (16.0%)    87 (15.6%)    73 (14.5%)    81 (16.8%)    98 (21.4%)    86 (17.7%)    507 (16.9%)
Colon             93 (18.2%)    96 (17.2%)    78 (15.5%)    80 (16.6%)    61 (13.3%)    98 (20.2%)    506 (16.9%)
Leukemia          79 (15.5%)   101 (18.1%)    87 (17.3%)    82 (17.0%)    74 (16.2%)    87 (17.9%)    510 (17.0%)
Lung             101 (19.8%)    93 (16.6%)    83 (16.5%)    83 (17.2%)    83 (18.1%)    71 (14.6%)    514 (17.1%)
Prostate          67 (13.1%)    93 (16.6%)    97 (19.2%)    82 (17.0%)    67 (14.6%)    82 (16.9%)    488 (16.3%)
Skin              89 (17.4%)    89 (15.9%)    86 (17.1%)    74 (15.4%)    75 (16.4%)    62 (12.8%)    475 (15.8%)
Total           511 (100.0%)  559 (100.0%)  504 (100.0%)  482 (100.0%)  458 (100.0%)  486 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 6 [1522, 2740, 2752, 2433, 463, 2425] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            71 (16.1%)   101 (20.1%)    92 (17.5%)    78 (14.4%)    78 (14.9%)    87 (18.6%)    507 (16.9%)
Colon             73 (16.6%)    94 (18.7%)    88 (16.8%)    85 (15.7%)    88 (16.9%)    78 (16.6%)    506 (16.9%)
Leukemia          85 (19.3%)    86 (17.1%)   100 (19.0%)    92 (17.0%)    83 (15.9%)    64 (13.6%)    510 (17.0%)
Lung              74 (16.8%)    71 (14.1%)    88 (16.8%)    92 (17.0%)    88 (16.9%)   101 (21.5%)    514 (17.1%)
Prostate          71 (16.1%)    80 (15.9%)    82 (15.6%)    92 (17.0%)    90 (17.2%)    73 (15.6%)    488 (16.3%)
Skin              66 (15.0%)    70 (13.9%)    75 (14.3%)   103 (19.0%)    95 (18.2%)    66 (14.1%)    475 (15.8%)
Total           440 (100.0%)  502 (100.0%)  525 (100.0%)  542 (100.0%)  522 (100.0%)  469 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 7 [228, 241, 2841, 258, 619, 1228] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            84 (16.3%)    99 (18.3%)    89 (17.0%)    76 (16.9%)    69 (14.4%)    90 (18.3%)    507 (16.9%)
Colon             84 (16.3%)   107 (19.8%)    92 (17.6%)    70 (15.6%)    73 (15.3%)    80 (16.2%)    506 (16.9%)
Leukemia          75 (14.5%)    91 (16.9%)    82 (15.6%)    83 (18.5%)    77 (16.1%)   102 (20.7%)    510 (17.0%)
Lung              90 (17.4%)    78 (14.4%)   109 (20.8%)    77 (17.1%)    87 (18.2%)    73 (14.8%)    514 (17.1%)
Prostate          81 (15.7%)    94 (17.4%)    78 (14.9%)    68 (15.1%)    88 (18.4%)    79 (16.0%)    488 (16.3%)
Skin             102 (19.8%)    71 (13.1%)    74 (14.1%)    75 (16.7%)    84 (17.6%)    69 (14.0%)    475 (15.8%)
Total           516 (100.0%)  540 (100.0%)  524 (100.0%)  449 (100.0%)  478 (100.0%)  493 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 8 [2701, 6, 1738, 2876, 480, 2259] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            82 (17.2%)    82 (18.6%)    96 (17.4%)    83 (16.7%)    86 (16.5%)    78 (15.1%)    507 (16.9%)
Colon             77 (16.1%)    90 (20.5%)    82 (14.9%)    79 (15.9%)    89 (17.1%)    89 (17.3%)    506 (16.9%)
Leukemia          79 (16.5%)    74 (16.8%)    95 (17.2%)    95 (19.2%)    74 (14.2%)    93 (18.1%)    510 (17.0%)
Lung              86 (18.0%)    66 (15.0%)   114 (20.7%)    67 (13.5%)    91 (17.5%)    90 (17.5%)    514 (17.1%)
Prostate          80 (16.7%)    72 (16.4%)    90 (16.3%)    83 (16.7%)    78 (15.0%)    85 (16.5%)    488 (16.3%)
Skin              74 (15.5%)    56 (12.7%)    74 (13.4%)    89 (17.9%)   102 (19.6%)    80 (15.5%)    475 (15.8%)
Total           478 (100.0%)  440 (100.0%)  551 (100.0%)  496 (100.0%)  520 (100.0%)  515 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 9 [289, 1754, 1256, 508, 253, 2322] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            82 (16.6%)    71 (15.7%)    77 (14.4%)    83 (18.9%)    88 (18.1%)   106 (17.8%)    507 (16.9%)
Colon             80 (16.2%)    81 (18.0%)    88 (16.4%)    59 (13.5%)    84 (17.3%)   114 (19.2%)    506 (16.9%)
Leukemia          87 (17.6%)    84 (18.6%)    84 (15.7%)    71 (16.2%)    75 (15.5%)   109 (18.3%)    510 (17.0%)
Lung              71 (14.3%)    76 (16.9%)    92 (17.2%)    85 (19.4%)    98 (20.2%)    92 (15.5%)    514 (17.1%)
Prostate          87 (17.6%)    81 (18.0%)    86 (16.0%)    77 (17.6%)    67 (13.8%)    90 (15.1%)    488 (16.3%)
Skin              88 (17.8%)    58 (12.9%)   109 (20.3%)    63 (14.4%)    73 (15.1%)    84 (14.1%)    475 (15.8%)
Total           495 (100.0%)  451 (100.0%)  536 (100.0%)  438 (100.0%)  485 (100.0%)  595 (100.0%)  3000 (100.0%)

================================================================================
Seed Set 10 [2014, 1019, 2483, 583, 5, 264] Distribution:
Type of Cancer vs. 6 Clusters (Count and Percentage):
Cluster Labels             0             1             2             3             4             5          Total
Type of Cancer                                                                                                   
Breast            81 (17.9%)    79 (14.4%)    87 (18.4%)    70 (15.6%)    93 (17.5%)    97 (17.6%)    507 (16.9%)
Colon             66 (14.6%)    88 (16.1%)    81 (17.2%)    81 (18.1%)    76 (14.3%)   114 (20.7%)    506 (16.9%)
Leukemia          80 (17.7%)    86 (15.7%)    71 (15.0%)    80 (17.9%)   102 (19.2%)    91 (16.5%)    510 (17.0%)
Lung              83 (18.4%)    89 (16.3%)   100 (21.2%)    77 (17.2%)    87 (16.4%)    78 (14.2%)    514 (17.1%)
Prostate          71 (15.7%)    96 (17.6%)    68 (14.4%)    74 (16.5%)    80 (15.1%)    99 (18.0%)    488 (16.3%)
Skin              71 (15.7%)   109 (19.9%)    65 (13.8%)    66 (14.7%)    92 (17.4%)    72 (13.1%)    475 (15.8%)
Total           452 (100.0%)  547 (100.0%)  472 (100.0%)  448 (100.0%)  530 (100.0%)  551 (100.0%)  3000 (100.0%)

AVERAGE FOR ALL 10 SEEDS¶

In [16]:
import pandas as pd
import numpy as np
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans

# --- Data Loading ---
try:
    df = pd.read_csv("cancer_data_denmark.csv")
except FileNotFoundError:
    # Create a dummy DataFrame for demonstration
    data = np.random.rand(3000, 10)
    df = pd.DataFrame(data, columns=[f'feature_{i}' for i in range(10)])
    df['Cancer_Type'] = np.random.choice(['Leukemia', 'Lung', 'Prostate', 'Skin', 'Breast', 'Colon'], 3000)

# --- Feature and Target Definition ---
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# --- Preprocessing ---
df[features] = df[features].fillna(df[features].mean())
X_scaled = StandardScaler().fit_transform(df[features])

# --- KMeans Clustering ---
num_clusters = 6
seed_sets = [np.random.choice(X_scaled.shape[0], num_clusters, replace=False) for _ in range(10)]
all_counts_dfs = []

for seeds in seed_sets:
    kmeans = KMeans(n_clusters=num_clusters, init=X_scaled[seeds], n_init=1, random_state=42)
    kmeans.fit(X_scaled)
    df['Cluster'] = kmeans.labels_
    counts = pd.crosstab(df[target], df['Cluster'], margins=True, margins_name='Total')
    all_counts_dfs.append(counts)

# --- Average Distribution ---
avg_counts = sum(all_counts_dfs) / len(all_counts_dfs)
avg_counts_rounded = avg_counts.round().astype(int)
avg_percents = avg_counts.div(avg_counts.loc['Total'], axis=1).mul(100).round(1).fillna(0)
avg_combined = avg_counts_rounded.astype(str) + ' (' + avg_percents.astype(str) + '%)'

print(f"\n{'='*80}\nAverage Distribution Across All Seed Sets:")
print("Type of Cancer vs. 6 Clusters (Average Count and Percentage):")
print(avg_combined.to_string())
================================================================================
Average Distribution Across All Seed Sets:
Type of Cancer vs. 6 Clusters (Average Count and Percentage):
Cluster                 0             1             2             3             4             5          Total
Cancer_Type                                                                                                   
Breast         88 (17.2%)    88 (17.0%)    78 (16.0%)    87 (17.4%)    82 (16.6%)    83 (17.3%)    507 (16.9%)
Colon          89 (17.3%)    88 (17.1%)    82 (16.8%)    83 (16.5%)    84 (16.8%)    80 (16.7%)    506 (16.9%)
Leukemia       87 (16.9%)    90 (17.5%)    80 (16.3%)    88 (17.6%)    84 (16.8%)    81 (16.8%)    510 (17.0%)
Lung           83 (16.1%)    84 (16.3%)    87 (17.8%)    90 (18.0%)    88 (17.7%)    81 (17.0%)    514 (17.1%)
Prostate       85 (16.5%)    84 (16.3%)    79 (16.0%)    79 (15.8%)    82 (16.6%)    78 (16.3%)    488 (16.3%)
Skin           82 (16.0%)    82 (15.8%)    84 (17.2%)    74 (14.8%)    76 (15.4%)    76 (15.9%)    475 (15.8%)
Total        516 (100.0%)  517 (100.0%)  490 (100.0%)  501 (100.0%)  496 (100.0%)  480 (100.0%)  3000 (100.0%)

CO OCCURENCE MATRIX FOR RANDOM SEED¶

In [ ]:
import pandas as pd
import numpy as np
from sklearn.cluster import KMeans
from sklearn.preprocessing import StandardScaler

# Load the dataset
df = pd.read_csv("C:\\Users\\Sofiya sultana\\Downloads\\cancer_data_denmark.csv")

# Optional: Limit to 1143 rows for consistency
df = df.head(1143)

# Drop the target column
df_features = df.drop("Cancer_Type", axis=1)

# Identify and encode categorical columns
categorical_cols = df_features.select_dtypes(include=['object', 'category']).columns
df_encoded = pd.get_dummies(df_features, columns=categorical_cols)

# Standardize the features
scaler = StandardScaler()
X_scaled = scaler.fit_transform(df_encoded)

# Apply KMeans clustering
kmeans = KMeans(n_clusters=6, n_init=10, random_state=42)
labels = kmeans.fit_predict(X_scaled)

# Create the co-occurrence matrix
co_matrix = np.where(np.equal.outer(labels, labels), labels[:, None] + 1, 0)
sample_labels = [f"S{i}" for i in range(len(labels))]
co_matrix_df = pd.DataFrame(co_matrix, index=sample_labels, columns=sample_labels)

# Display the result
print("=== Non-Binary Co-occurrence Matrix (Label Values) for Seed 42 ===")
print(co_matrix_df.to_string())
In [ ]:
 

co-consensus for one random seed¶

In [17]:
import pandas as pd
import numpy as np
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans

# --- Data Loading ---
# This will load your uploaded 'cancer_data_denmark.csv'
df = pd.read_csv("cancer_data_denmark.csv")

# --- Feature and Target Definition ---
# These are the numerical features used for clustering
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type' # The column containing cancer type names

# --- Preprocessing ---
# Handle potential missing features and fill NaN values in selected features
valid_features = []
for feature in features:
    if feature in df.columns:
        valid_features.append(feature)
        if df[feature].isnull().any():
            df[feature] = df[feature].fillna(df[feature].mean())
    else:
        print(f"Warning: Feature '{feature}' not found in the dataset. It will be skipped.")

features = valid_features # Update features to only include valid ones

# Scale the features
X_scaled = StandardScaler().fit_transform(df[features])

# --- KMeans Clustering ---
kmeans = KMeans(n_clusters=6, random_state=42, n_init=10).fit(X_scaled)

# --- Create Cross-tabulation Summary ---
# 'Type of Cancer' as rows, and 'Cluster' labels as columns
summary = pd.crosstab(df[target], kmeans.labels_, rownames=['Type of Cancer'], colnames=['Cluster'])

# Ensure all 6 cluster columns are present, filling with 0 if a cluster has no members of a specific type
summary = summary.reindex(columns=range(6), fill_value=0)

# Add 'Total' column (sum of counts for each cancer type across all clusters)
summary['Total'] = summary.sum(axis=1)

# Add 'Total' row (sum of counts for each cluster across all cancer types, and overall total)
summary.loc['Total'] = summary.sum(axis=0)

print("\nKMeans Clustering Summary for Cancer Data Denmark:")
print(summary)
KMeans Clustering Summary for Cancer Data Denmark:
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast          102   90   80   90   71   74    507
Colon            95   89   86   79   74   83    506
Leukemia         86   97   91   64   85   87    510
Lung             73   88   86  102   78   87    514
Prostate         80   79   96   76   72   85    488
Skin             71   75  103   67   66   93    475
Total           507  518  542  478  446  509   3000

co-consensus for 10 different seeds¶

In [5]:
import pandas as pd
import numpy as np
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans

# --- Data Loading ---
df = pd.read_csv("cancer_data_denmark.csv")

# --- Feature and Target Definition ---
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# --- Preprocessing ---
valid_features = []
for feature in features:
    if feature in df.columns:
        valid_features.append(feature)
        if df[feature].isnull().any():
            df[feature] = df[feature].fillna(df[feature].mean())
    else:
        print(f"Warning: Feature '{feature}' not found in the dataset. It will be skipped.")

features = valid_features
X_scaled = StandardScaler().fit_transform(df[features])

# --- Run KMeans with 10 different seeds ---
seeds = [42, 123, 7, 2023, 10, 99, 555, 73, 314, 27]  # 10 different random seeds

for seed in seeds:
    print(f"\n{'='*50}")
    print(f"KMeans Clustering with random_state={seed}")
    print(f"{'='*50}")
    
    # KMeans Clustering
    kmeans = KMeans(n_clusters=6, random_state=seed, n_init=10).fit(X_scaled)
    
    # Create Cross-tabulation Summary
    summary = pd.crosstab(df[target], kmeans.labels_, 
                         rownames=['Type of Cancer'], 
                         colnames=['Cluster'])
    
    # Ensure all 6 cluster columns are present
    summary = summary.reindex(columns=range(6), fill_value=0)
    
    # Add 'Total' column
    summary['Total'] = summary.sum(axis=1)
    
    # Add 'Total' row
    summary.loc['Total'] = summary.sum(axis=0)
    
    print(summary)
    print("\n")
==================================================
KMeans Clustering with random_state=42
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast          102   90   80   90   71   74    507
Colon            95   89   86   79   74   83    506
Leukemia         86   97   91   64   85   87    510
Lung             73   88   86  102   78   87    514
Prostate         80   79   96   76   72   85    488
Skin             71   75  103   67   66   93    475
Total           507  518  542  478  446  509   3000



==================================================
KMeans Clustering with random_state=123
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           81   94   94   79   84   75    507
Colon            89   92   80   72   83   90    506
Leukemia         86   88   88   81   82   85    510
Lung             78   85  108   79   74   90    514
Prostate         88   75   88   85   79   73    488
Skin             65   63   75   94   82   96    475
Total           487  497  533  490  484  509   3000



==================================================
KMeans Clustering with random_state=7
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast          104   88   76   88   71   80    507
Colon            87   91   76   85   84   83    506
Leukemia         90   93   80   98   68   81    510
Lung            109   78   83   84   83   77    514
Prostate         88   80   90   78   67   85    488
Skin             80   59   97   69   85   85    475
Total           558  489  502  502  458  491   3000



==================================================
KMeans Clustering with random_state=2023
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           82   78   96   75   93   83    507
Colon            74   90   78   91   93   80    506
Leukemia         79   90   88   82   86   85    510
Lung             83   75  108   89   83   76    514
Prostate         87   88   90   73   73   77    488
Skin             95   65   75   95   61   84    475
Total           500  486  535  505  489  485   3000



==================================================
KMeans Clustering with random_state=10
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast          104   97   69   87   75   75    507
Colon            91   86   78   88   85   78    506
Leukemia         95   70   78   96   88   83    510
Lung             80  105   79   86   85   79    514
Prostate         77   79   79   77   96   80    488
Skin             66   71   71   76  100   91    475
Total           513  508  454  510  529  486   3000



==================================================
KMeans Clustering with random_state=99
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           94   74   90   73   93   83    507
Colon            77   91   93   86   85   74    506
Leukemia         88   86   85   81   90   80    510
Lung            105   89   85   72   80   83    514
Prostate         81   74   77   85   85   86    488
Skin             74   97   61   65   82   96    475
Total           519  511  491  462  515  502   3000



==================================================
KMeans Clustering with random_state=555
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           81  102   78   75   87   84    507
Colon            78   85   84   76   94   89    506
Leukemia         73   86   81   82   90   98    510
Lung             83  112   77   82   76   84    514
Prostate         65   88   84   96   74   81    488
Skin             95   82   85   89   55   69    475
Total           475  555  489  500  476  505   3000



==================================================
KMeans Clustering with random_state=73
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           71  101  107   71   74   83    507
Colon            80   80   98   74   83   91    506
Leukemia         81   75   91   79   85   99    510
Lung             83  104   82   77   86   82    514
Prostate         89   81   85   80   76   77    488
Skin             97   74   86   91   55   72    475
Total           501  515  549  472  459  504   3000



==================================================
KMeans Clustering with random_state=314
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           76   74   92   95   87   83    507
Colon            89   89   95   75   76   82    506
Leukemia         90   77   91   87   79   86    510
Lung             76   91   80  101   83   83    514
Prostate         84   75   81   84   87   77    488
Skin             65   97   61   72   95   85    475
Total           480  503  500  514  507  496   3000



==================================================
KMeans Clustering with random_state=27
==================================================
Cluster           0    1    2    3    4    5  Total
Type of Cancer                                     
Breast           82   88  105   70   66   96    507
Colon            76   89   88   90   81   82    506
Leukemia         84   85   92   81   79   89    510
Lung             79   84  110   75   85   81    514
Prostate         89   77   88   80   70   84    488
Skin             95   63   74   72   88   83    475
Total           505  486  557  468  469  515   3000


co consensus matrix --k means clustering¶

In [22]:
import numpy as np
import pandas as pd
from sklearn.cluster import KMeans
from sklearn.preprocessing import StandardScaler
import matplotlib.pyplot as plt
import seaborn as sns

# --- Load and preprocess data ---
df = pd.read_csv("cancer_data_denmark.csv")
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# Handle missing values
df[features] = df[features].fillna(df[features].mean())

# Scale features
X = StandardScaler().fit_transform(df[features])
y = df[target].astype(str)

# --- Parameters ---
n_runs = 10  # Number of KMeans runs with different seeds
n_clusters = 6  # Number of clusters (adjust as needed)
n_samples = X.shape[0]

# --- Build consensus matrix ---
consensus = np.zeros((n_samples, n_samples))
for seed in range(n_runs):
    print(f"Running KMeans with seed={seed}")
    labels = KMeans(n_clusters=n_clusters, random_state=seed, n_init=10).fit_predict(X)
    for cl in range(n_clusters):
        idx = np.where(labels == cl)[0]
        consensus[np.ix_(idx, idx)] += 1  # Increment where pairs co-cluster
consensus /= n_runs  # Normalize to [0, 1]

# --- Average consensus by cancer type ---
cancer_types = y.unique()
m = len(cancer_types)
avg_consensus = np.array([
    [consensus[y == type1][:, y == type2].mean() for type2 in cancer_types] 
    for type1 in cancer_types
])

# --- Cluster the average consensus matrix ---
# Use number of clusters equal to unique cancer types (or adjust)
cluster_labels = KMeans(n_clusters=m, random_state=42, n_init=10).fit_predict(avg_consensus)

# --- Summary crosstab ---
summary = pd.crosstab(
    index=pd.Series(cancer_types, name="True Cancer Type"),
    columns=pd.Series(cluster_labels, name="Consensus Cluster"),
)
summary['Total'] = summary.sum(axis=1)
summary.loc['Total'] = summary.sum()

print("\nConsensus Clustering Summary by Cancer Type:")
print(summary)
Running KMeans with seed=0
Running KMeans with seed=1
Running KMeans with seed=2
Running KMeans with seed=3
Running KMeans with seed=4
Running KMeans with seed=5
Running KMeans with seed=6
Running KMeans with seed=7
Running KMeans with seed=8
Running KMeans with seed=9

Consensus Clustering Summary by Cancer Type:
Consensus Cluster  0  1  2  3  4  5  Total
True Cancer Type                          
Breast             0  0  0  0  1  0      1
Colon              0  0  0  0  0  1      1
Leukemia           0  0  1  0  0  0      1
Lung               0  0  0  1  0  0      1
Prostate           1  0  0  0  0  0      1
Skin               0  1  0  0  0  0      1
Total              1  1  1  1  1  1      6

decision tree for one random seed in consensus¶¶

In [35]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
from sklearn.tree import DecisionTreeClassifier, plot_tree

# --- Load the Cancer Data Denmark dataset ---
df = pd.read_csv("cancer_data_denmark.csv")

# --- Feature Selection ---
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 
            'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# Handle missing values
df[features] = df[features].fillna(df[features].mean())

# --- Scale Features ---
X = df[features]
scaler = StandardScaler()
X_scaled = scaler.fit_transform(X)

# --- Clustering with KMeans ---
kmeans = KMeans(n_clusters=6, random_state=123)
df["Cluster"] = kmeans.fit_predict(X_scaled)

# --- Train Decision Tree (with sample counts) ---
clf = DecisionTreeClassifier(max_leaf_nodes=6, random_state=123)
clf.fit(X_scaled, df["Cluster"])

# --- Visualize Tree with Sample Counts ---
plt.figure(figsize=(20, 10))
plot_tree(clf, 
          feature_names=features, 
          class_names=[f"Cluster {i}" for i in range(6)], 
          filled=True, 
          rounded=True,
          impurity=False,
          proportion=False)  # Set proportion=False to show counts
plt.title("Decision Tree for Cancer Clusters (Sample Counts)")
plt.show()
No description has been provided for this image

decision tree for 10 random seed in consensus¶

In [36]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
from sklearn.tree import DecisionTreeClassifier, plot_tree

# --- Load and preprocess data ---
df = pd.read_csv("cancer_data_denmark.csv")

# Select features and handle missing values
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 
            'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
df[features] = df[features].fillna(df[features].mean())
X = df[features]

# Scale features
scaler = StandardScaler()
X_scaled = scaler.fit_transform(X)

# --- Run for 10 different random seeds ---
for seed in range(10):  # Seeds 0 through 9
    print(f"\n=== Analyzing with Random Seed: {seed} ===")
    
    # --- Clustering ---
    kmeans = KMeans(n_clusters=6, random_state=seed, n_init=10)
    df["Cluster"] = kmeans.fit_predict(X_scaled)
    
    # Check cluster distribution
    cluster_counts = df["Cluster"].value_counts().sort_index()
    print("Cluster distribution:")
    print(cluster_counts)
    
    # --- Decision Tree ---
    clf = DecisionTreeClassifier(max_leaf_nodes=6, random_state=seed)
    clf.fit(X_scaled, df["Cluster"])
    
    # --- Visualize ---
    plt.figure(figsize=(18, 10))
    plot_tree(clf,
              feature_names=features,
              class_names=[f"Cluster {i}" for i in range(6)],
              filled=True,
              rounded=True,
              fontsize=10,
              proportion=False)  # Show actual counts instead of proportions
    plt.title(f"Decision Tree for Cancer Clusters (Seed={seed})\n"
              f"Cluster distribution: {dict(cluster_counts)}", 
              pad=20)
    plt.tight_layout()
    plt.show()
    
    
=== Analyzing with Random Seed: 0 ===
Cluster distribution:
Cluster
0    507
1    492
2    580
3    456
4    480
5    485
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 1 ===
Cluster distribution:
Cluster
0    530
1    494
2    448
3    530
4    537
5    461
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 2 ===
Cluster distribution:
Cluster
0    438
1    651
2    496
3    448
4    483
5    484
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 3 ===
Cluster distribution:
Cluster
0    486
1    528
2    491
3    526
4    498
5    471
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 4 ===
Cluster distribution:
Cluster
0    479
1    490
2    518
3    541
4    485
5    487
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 5 ===
Cluster distribution:
Cluster
0    543
1    484
2    518
3    501
4    510
5    444
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 6 ===
Cluster distribution:
Cluster
0    545
1    504
2    491
3    478
4    506
5    476
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 7 ===
Cluster distribution:
Cluster
0    558
1    489
2    502
3    502
4    458
5    491
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 8 ===
Cluster distribution:
Cluster
0    510
1    527
2    471
3    501
4    488
5    503
Name: count, dtype: int64
No description has been provided for this image
=== Analyzing with Random Seed: 9 ===
Cluster distribution:
Cluster
0    510
1    496
2    473
3    506
4    518
5    497
Name: count, dtype: int64
No description has been provided for this image

k means clustering for data set¶

In [27]:
import pandas as pd
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans

# --- Load dataset ---
df = pd.read_csv("cancer_data_denmark.csv")

# --- Features for clustering (adjust based on your dataset) ---
features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 
            'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'  # Your target variable for analysis

# Handle missing values
df[features] = df[features].fillna(df[features].mean())

# Scale features
X_scaled = StandardScaler().fit_transform(df[features])

# --- Choose seed indices for initial centroids (select representative patients) ---
seed_indices = [10, 50, 100, 150, 200, 250]  # Adjust based on your dataset size
initial_centroids = X_scaled[seed_indices]

# --- Perform KMeans clustering with chosen initial centroids ---
df['Cluster'] = KMeans(
    n_clusters=6,
    init=initial_centroids,
    n_init=1,  # Only one initialization (our chosen seeds)
    random_state=0
).fit_predict(X_scaled)

# --- Create cross-tabulation: Cancer Type vs Cluster ---
counts = pd.crosstab(df[target], df['Cluster'], margins=True, margins_name='Total')
percents = counts.div(counts.loc['Total'], axis=1).mul(100).round(1)
combined = counts.astype(str) + ' (' + percents.astype(str) + '%)'

# --- Display final table ---
print("\nCancer Type - Cluster Distribution (Seed Set):\n")
print(combined)
Cancer Type - Cluster Distribution (Seed Set):

Cluster                 0             1             2             3  \
Cancer_Type                                                           
Breast        104 (19.4%)    91 (18.5%)    86 (16.7%)    65 (14.5%)   
Colon         101 (18.8%)    84 (17.1%)    87 (16.9%)    76 (17.0%)   
Leukemia       99 (18.5%)    99 (20.2%)    87 (16.9%)    70 (15.7%)   
Lung           75 (14.0%)    78 (15.9%)   107 (20.7%)    81 (18.1%)   
Prostate       84 (15.7%)    76 (15.5%)    81 (15.7%)    83 (18.6%)   
Skin           73 (13.6%)    63 (12.8%)    68 (13.2%)    72 (16.1%)   
Total        536 (100.0%)  491 (100.0%)  516 (100.0%)  447 (100.0%)   

Cluster                 4             5          Total  
Cancer_Type                                             
Breast         76 (14.4%)    85 (17.6%)    507 (16.9%)  
Colon          85 (16.1%)    73 (15.1%)    506 (16.9%)  
Leukemia       85 (16.1%)    70 (14.5%)    510 (17.0%)  
Lung           84 (15.9%)    89 (18.4%)    514 (17.1%)  
Prostate       98 (18.6%)    66 (13.7%)    488 (16.3%)  
Skin           99 (18.8%)   100 (20.7%)    475 (15.8%)  
Total        527 (100.0%)  483 (100.0%)  3000 (100.0%)  

decision tree for k means clustering¶

In [34]:
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
from sklearn.tree import DecisionTreeClassifier, plot_tree

# --- Load dataset ---
df = pd.read_csv("cancer_data_denmark.csv")

# --- Clinical features for clustering ---
clinical_features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 
                    'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# Handle missing clinical data
df[clinical_features] = df[clinical_features].fillna(df[clinical_features].mean())

# Scale features
X_scaled = StandardScaler().fit_transform(df[clinical_features])

# --- Initialize with clinically distinct patients ---
seed_indices = [
    df['Tumor_Size_cm'].idxmax(),       # Largest tumor
    df['Age'].idxmin(),                 # Youngest patient
    df['Lymph_Nodes_Positive'].idxmax(), # Most lymph node involvement
    df['BMI'].idxmin(),                 # Lowest BMI
    df['Survival_Months'].idxmax(),     # Longest survival
    df['Age'].idxmax()                  # Oldest patient
]
initial_centroids = X_scaled[seed_indices]

# --- Clinical clustering ---
df['Cluster'] = KMeans(
    n_clusters=6,
    init=initial_centroids,
    n_init=1,
    random_state=0
).fit_predict(X_scaled)

# --- Train decision tree with sample counts ---
clf = DecisionTreeClassifier(
    random_state=42,
    max_leaf_nodes=6,
    min_samples_leaf=0.1,
    max_depth=4
)
clf.fit(X_scaled, df['Cluster'])

# --- Visualize tree with sample counts ---
plt.figure(figsize=(22, 14))
plot_tree(
    clf,
    feature_names=clinical_features,
    class_names=[f"Cluster {i}" for i in range(6)],
    filled=True,
    rounded=True,
    fontsize=12,
    proportion=False,  # <- Critical change: Shows counts instead of %
    impurity=False
)

# Add custom title with seed info
seed_types = [f"{df.iloc[i]['Cancer_Type']} (Patient {i})" for i in seed_indices]
plt.title("Cancer Patient Clustering Decision Tree\n" +
          f"Initial Seeds: {', '.join(seed_types)}\n" +
          f"Total Patients: {len(df)}",
          pad=20, fontsize=16, loc='left')

plt.tight_layout()
plt.show()
No description has been provided for this image
In [10]:
import pandas as pd
import matplotlib.pyplot as plt
from sklearn.preprocessing import StandardScaler
from sklearn.cluster import KMeans
from sklearn.tree import DecisionTreeClassifier, plot_tree

# --- Load dataset ---
df = pd.read_csv("cancer_data_denmark.csv")

# --- Clinical features for clustering ---
clinical_features = ['Age', 'Tumor_Size_cm', 'Lymph_Nodes_Examined', 
                     'Lymph_Nodes_Positive', 'BMI', 'Survival_Months']
target = 'Cancer_Type'

# Handle missing clinical data
df[clinical_features] = df[clinical_features].fillna(df[clinical_features].mean())

# Scale features
X_scaled = StandardScaler().fit_transform(df[clinical_features])

# --- Initialize with clinically distinct patients ---
seed_indices = [
    df['Tumor_Size_cm'].idxmax(),        # Largest tumor
    df['Age'].idxmin(),                  # Youngest patient
    df['Lymph_Nodes_Positive'].idxmax(),# Most lymph node involvement
    df['BMI'].idxmin(),                  # Lowest BMI
    df['Survival_Months'].idxmax(),      # Longest survival
    df['Age'].idxmax()                   # Oldest patient
]
initial_centroids = X_scaled[seed_indices]

# --- Clinical clustering ---
df['Cluster'] = KMeans(
    n_clusters=6,
    init=initial_centroids,
    n_init=1,
    random_state=0
).fit_predict(X_scaled)

# --- Train decision tree with sample counts ---
clf = DecisionTreeClassifier(
    random_state=42,
    max_leaf_nodes=13,
    min_samples_leaf=0.1,
    max_depth=13
)
clf.fit(X_scaled, df['Cluster'])

# --- Plot decision tree normally ---
fig, ax = plt.subplots(figsize=(22, 14))
plot_tree(
    clf,
    feature_names=clinical_features,
    class_names=[f"Cluster {i}" for i in range(6)],
    filled=True,
    rounded=True,
    fontsize=12,
    proportion=False,
    impurity=False,
    ax=ax
)

# --- Rotate tree manually (simulate right-side layout) ---
plt.gca().invert_yaxis()

# --- Add title with seed info ---
seed_types = [f"{df.iloc[i]['Cancer_Type']} (Patient {i})" for i in seed_indices]
plt.title("Cancer Patient Clustering Decision Tree (Simulated Right-Side Layout)\n" +
          f"Initial Seeds: {', '.join(seed_types)}\n" +
          f"Total Patients: {len(df)}",
          pad=20, fontsize=16, loc='left')

plt.tight_layout()
plt.show()
No description has been provided for this image

DECISION TREE WITHOUT STOPPING¶

In [1]:
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.tree import DecisionTreeClassifier, plot_tree
from sklearn.metrics import classification_report
import matplotlib.pyplot as plt

# Load data
data = pd.read_csv("C:\\Users\\Sofiya sultana\\Downloads\\cancer_data_denmark.csv")

# Features + target
features = [
    "Age", "Tumor_Size_cm", "Lymph_Nodes_Examined",
    "Lymph_Nodes_Positive", "BMI", "Survival_Months"
]
X = data[features]
y = data["Cancer_Type"]

# Train/test split
X_train, X_test, y_train, y_test = train_test_split(
    X, y, test_size=0.2, random_state=42, stratify=y
)

# Train decision tree with no max_depth (fully grown tree)
clf = DecisionTreeClassifier(random_state=42)
clf.fit(X_train, y_train)

# Predict
y_pred = clf.predict(X_test)

# Report
print("Classification Report on Test Set:")
print(classification_report(y_test, y_pred))

# Plot tree (be careful — this could be very large!)
plt.figure(figsize=(50, 30))  # Make very large so you can see it better
plot_tree(
    clf,
    feature_names=X.columns,
    class_names=clf.classes_,
    filled=True,
    rounded=True,
    fontsize=10
)
plt.show()
Classification Report on Test Set:
              precision    recall  f1-score   support

      Breast       0.17      0.20      0.19       101
       Colon       0.13      0.12      0.12       101
    Leukemia       0.22      0.25      0.23       102
        Lung       0.18      0.14      0.16       103
    Prostate       0.12      0.10      0.11        98
        Skin       0.13      0.15      0.14        95

    accuracy                           0.16       600
   macro avg       0.16      0.16      0.16       600
weighted avg       0.16      0.16      0.16       600

No description has been provided for this image
In [2]:
# clf is your trained DecisionTreeClassifier
n_leaves = clf.get_n_leaves()
print(f"✅ The tree has {n_leaves} leaf nodes.")
✅ The tree has 1282 leaf nodes.
In [3]:
# Assuming clf is your trained DecisionTreeClassifier
n_leaves = clf.get_n_leaves()
tree_depth = clf.get_depth()

print(f"✅ The tree has {n_leaves} leaf nodes.")
print(f"✅ The depth of the tree is {tree_depth}.")
✅ The tree has 1282 leaf nodes.
✅ The depth of the tree is 29.
In [4]:
from sklearn.tree import _tree

def get_rules(model, feature_names):
    # Access the underlying tree structure
    tree = model.tree_

    # Map feature index to name (or "undefined!" if it's a leaf)
    feature_name = [
        feature_names[i] if i != _tree.TREE_UNDEFINED else "undefined!"
        for i in tree.feature
    ]

    def print_rules(node, depth):
        indent = "  " * depth  # indent for clarity
        if tree.feature[node] != _tree.TREE_UNDEFINED:
            # It's an internal node: print the decision condition
            name = feature_name[node]
            threshold = tree.threshold[node]
            print(f"{indent}if {name} <= {threshold:.2f}:")
            print_rules(tree.children_left[node], depth + 1)
            print(f"{indent}else:  # if {name} > {threshold:.2f}")
            print_rules(tree.children_right[node], depth + 1)
        else:
            # It's a leaf node: print the class counts
            values = tree.value[node][0]
            print(f"{indent}predict class counts: {values}")

    # Start from the root node (node 0)
    print_rules(0, 0)
get_rules(clf, list(X.columns))
if Age <= 19.50:
  if Tumor_Size_cm <= 7.43:
    if Lymph_Nodes_Examined <= 7.00:
      if Lymph_Nodes_Positive <= 2.50:
        if Survival_Months <= 28.00:
          predict class counts: [0. 0. 0. 1. 0. 0.]
        else:  # if Survival_Months > 28.00
          if Lymph_Nodes_Positive <= 0.50:
            if Survival_Months <= 83.50:
              if Survival_Months <= 42.50:
                predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Survival_Months > 42.50
                predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Survival_Months > 83.50
              if Tumor_Size_cm <= 2.31:
                predict class counts: [1. 0. 0. 0. 0. 0.]
              else:  # if Tumor_Size_cm > 2.31
                predict class counts: [0. 1. 0. 0. 0. 0.]
          else:  # if Lymph_Nodes_Positive > 0.50
            predict class counts: [0. 1. 0. 0. 0. 0.]
      else:  # if Lymph_Nodes_Positive > 2.50
        if BMI <= 20.85:
          if Tumor_Size_cm <= 3.40:
            predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Tumor_Size_cm > 3.40
            predict class counts: [1. 0. 0. 0. 0. 0.]
        else:  # if BMI > 20.85
          predict class counts: [0. 0. 0. 0. 0. 1.]
    else:  # if Lymph_Nodes_Examined > 7.00
      if Lymph_Nodes_Examined <= 18.50:
        if Survival_Months <= 12.50:
          if Tumor_Size_cm <= 4.59:
            if Age <= 18.50:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Age > 18.50
              predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Tumor_Size_cm > 4.59
            predict class counts: [0. 0. 0. 1. 0. 0.]
        else:  # if Survival_Months > 12.50
          if BMI <= 21.95:
            if Age <= 18.50:
              predict class counts: [1. 0. 0. 0. 0. 0.]
            else:  # if Age > 18.50
              predict class counts: [0. 0. 1. 0. 0. 0.]
          else:  # if BMI > 21.95
            if BMI <= 24.90:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if BMI > 24.90
              if Survival_Months <= 117.00:
                if Tumor_Size_cm <= 4.42:
                  predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 4.42
                  if Lymph_Nodes_Examined <= 9.50:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 9.50
                    if BMI <= 26.45:
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if BMI > 26.45
                      predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Survival_Months > 117.00
                predict class counts: [0. 0. 0. 1. 0. 0.]
      else:  # if Lymph_Nodes_Examined > 18.50
        if Tumor_Size_cm <= 1.71:
          predict class counts: [0. 1. 0. 0. 0. 0.]
        else:  # if Tumor_Size_cm > 1.71
          predict class counts: [0. 0. 0. 0. 1. 0.]
  else:  # if Tumor_Size_cm > 7.43
    if Lymph_Nodes_Positive <= 9.50:
      if Lymph_Nodes_Positive <= 4.00:
        if BMI <= 20.20:
          predict class counts: [1. 0. 0. 0. 0. 0.]
        else:  # if BMI > 20.20
          if Age <= 18.50:
            if Lymph_Nodes_Examined <= 3.00:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Lymph_Nodes_Examined > 3.00
              predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Age > 18.50
            predict class counts: [0. 0. 0. 1. 0. 0.]
      else:  # if Lymph_Nodes_Positive > 4.00
        predict class counts: [1. 0. 0. 0. 0. 0.]
    else:  # if Lymph_Nodes_Positive > 9.50
      if Tumor_Size_cm <= 7.96:
        predict class counts: [0. 0. 0. 1. 0. 0.]
      else:  # if Tumor_Size_cm > 7.96
        predict class counts: [0. 1. 0. 0. 0. 0.]
else:  # if Age > 19.50
  if Survival_Months <= 51.50:
    if Lymph_Nodes_Examined <= 9.50:
      if Tumor_Size_cm <= 8.39:
        if Tumor_Size_cm <= 6.12:
          if Survival_Months <= 3.50:
            if Tumor_Size_cm <= 4.32:
              if Age <= 75.00:
                if Lymph_Nodes_Examined <= 8.50:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Lymph_Nodes_Examined > 8.50
                  predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Age > 75.00
                if Lymph_Nodes_Positive <= 4.00:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Lymph_Nodes_Positive > 4.00
                  predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if Tumor_Size_cm > 4.32
              if BMI <= 20.85:
                predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if BMI > 20.85
                predict class counts: [0. 1. 0. 0. 0. 0.]
          else:  # if Survival_Months > 3.50
            if Lymph_Nodes_Positive <= 7.50:
              if Tumor_Size_cm <= 5.59:
                if Tumor_Size_cm <= 2.44:
                  if Tumor_Size_cm <= 2.36:
                    if Tumor_Size_cm <= 1.63:
                      if BMI <= 30.25:
                        if Tumor_Size_cm <= 1.38:
                          if BMI <= 20.40:
                            if Tumor_Size_cm <= 1.05:
                              if Tumor_Size_cm <= 0.90:
                                if BMI <= 18.65:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if BMI > 18.65
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Tumor_Size_cm > 0.90
                                if BMI <= 14.70:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if BMI > 14.70
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 1.05
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if BMI > 20.40
                            if Lymph_Nodes_Positive <= 0.50:
                              if Age <= 76.00:
                                if Lymph_Nodes_Examined <= 2.50:
                                  if Tumor_Size_cm <= 1.31:
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Tumor_Size_cm > 1.31
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 2.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Age > 76.00
                                if Age <= 79.50:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 79.50
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Lymph_Nodes_Positive > 0.50
                              if Tumor_Size_cm <= 0.80:
                                if Survival_Months <= 26.50:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Survival_Months > 26.50
                                  if BMI <= 24.35:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if BMI > 24.35
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Tumor_Size_cm > 0.80
                                if Tumor_Size_cm <= 0.84:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 0.84
                                  if Tumor_Size_cm <= 1.23:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 1.23
                                    if Age <= 51.00:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if Age > 51.00
                                      if Age <= 72.00:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Age > 72.00
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 1.38
                          if BMI <= 21.20:
                            if Lymph_Nodes_Examined <= 2.50:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 2.50
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if BMI > 21.20
                            if Survival_Months <= 13.00:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Survival_Months > 13.00
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if BMI > 30.25
                        if Age <= 35.50:
                          if Tumor_Size_cm <= 1.31:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 1.31
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Age > 35.50
                          if Lymph_Nodes_Examined <= 1.00:
                            if Tumor_Size_cm <= 1.44:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Tumor_Size_cm > 1.44
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Examined > 1.00
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Tumor_Size_cm > 1.63
                      if Lymph_Nodes_Positive <= 3.50:
                        if BMI <= 25.85:
                          if Survival_Months <= 18.50:
                            if BMI <= 22.25:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if BMI > 22.25
                              if Lymph_Nodes_Positive <= 0.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 0.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Survival_Months > 18.50
                            if Age <= 64.50:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Age > 64.50
                              if Survival_Months <= 36.00:
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Survival_Months > 36.00
                                if BMI <= 20.70:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if BMI > 20.70
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if BMI > 25.85
                          if Survival_Months <= 33.00:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Survival_Months > 33.00
                            if Survival_Months <= 43.50:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 43.50
                              if BMI <= 28.05:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if BMI > 28.05
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Positive > 3.50
                        if BMI <= 28.65:
                          if Lymph_Nodes_Examined <= 4.50:
                            if Survival_Months <= 35.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 35.50
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 4.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if BMI > 28.65
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Tumor_Size_cm > 2.36
                    if Survival_Months <= 18.50:
                      if Age <= 55.00:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Age > 55.00
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Survival_Months > 18.50
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 2.44
                  if BMI <= 25.30:
                    if Survival_Months <= 31.50:
                      if Survival_Months <= 22.50:
                        if Lymph_Nodes_Examined <= 0.50:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 0.50
                          if Lymph_Nodes_Positive <= 0.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Positive > 0.50
                            if BMI <= 21.95:
                              if Tumor_Size_cm <= 2.69:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Tumor_Size_cm > 2.69
                                if Survival_Months <= 11.50:
                                  if Lymph_Nodes_Examined <= 3.50:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Examined > 3.50
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Survival_Months > 11.50
                                  if Lymph_Nodes_Examined <= 2.50:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Lymph_Nodes_Examined > 2.50
                                    if BMI <= 21.70:
                                      if Age <= 49.50:
                                        if Lymph_Nodes_Positive <= 2.50:
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Positive > 2.50
                                          if Lymph_Nodes_Positive <= 3.50:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Positive > 3.50
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Age > 49.50
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if BMI > 21.70
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 21.95
                              if Lymph_Nodes_Positive <= 2.50:
                                if Tumor_Size_cm <= 3.12:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Tumor_Size_cm > 3.12
                                  if Survival_Months <= 11.50:
                                    if Lymph_Nodes_Examined <= 2.50:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Lymph_Nodes_Examined > 2.50
                                      if Lymph_Nodes_Examined <= 4.00:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Lymph_Nodes_Examined > 4.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 11.50
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 2.50
                                if BMI <= 23.70:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if BMI > 23.70
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Survival_Months > 22.50
                        if Age <= 31.00:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Age > 31.00
                          if Tumor_Size_cm <= 5.38:
                            if Lymph_Nodes_Positive <= 4.50:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Lymph_Nodes_Positive > 4.50
                              if Tumor_Size_cm <= 3.36:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 3.36
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 5.38
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Survival_Months > 31.50
                      if Tumor_Size_cm <= 3.24:
                        if BMI <= 18.80:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if BMI > 18.80
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Tumor_Size_cm > 3.24
                        if BMI <= 15.65:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if BMI > 15.65
                          if Tumor_Size_cm <= 4.12:
                            if Age <= 55.50:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Age > 55.50
                              if Lymph_Nodes_Positive <= 1.50:
                                if Lymph_Nodes_Positive <= 0.50:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 0.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 1.50
                                if Survival_Months <= 38.50:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Survival_Months > 38.50
                                  if Tumor_Size_cm <= 3.98:
                                    if BMI <= 21.15:
                                      if Age <= 62.00:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Age > 62.00
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if BMI > 21.15
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Tumor_Size_cm > 3.98
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 4.12
                            if Lymph_Nodes_Examined <= 3.50:
                              if Age <= 57.00:
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Age > 57.00
                                if Survival_Months <= 48.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Survival_Months > 48.50
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 3.50
                              if Lymph_Nodes_Examined <= 6.50:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Examined > 6.50
                                if Age <= 56.00:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Age > 56.00
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if BMI > 25.30
                    if BMI <= 26.55:
                      if Survival_Months <= 45.50:
                        if Age <= 43.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 43.50
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 45.50
                        if Age <= 54.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 54.50
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if BMI > 26.55
                      if Age <= 62.50:
                        if Age <= 26.50:
                          if Tumor_Size_cm <= 5.32:
                            if Survival_Months <= 12.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 12.00
                              if Tumor_Size_cm <= 3.35:
                                if Age <= 23.00:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Age > 23.00
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Tumor_Size_cm > 3.35
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 5.32
                            if Survival_Months <= 19.00:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 19.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Age > 26.50
                          if Tumor_Size_cm <= 3.00:
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 3.00
                            if Lymph_Nodes_Examined <= 7.00:
                              if Lymph_Nodes_Positive <= 2.50:
                                if Age <= 37.50:
                                  if Lymph_Nodes_Examined <= 1.50:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Lymph_Nodes_Examined > 1.50
                                    if Survival_Months <= 34.50:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 34.50
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 37.50
                                  if Tumor_Size_cm <= 3.43:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 3.43
                                    if BMI <= 26.85:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if BMI > 26.85
                                      if BMI <= 28.15:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if BMI > 28.15
                                        if Tumor_Size_cm <= 4.72:
                                          if Lymph_Nodes_Examined <= 3.50:
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                          else:  # if Lymph_Nodes_Examined > 3.50
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Tumor_Size_cm > 4.72
                                          if BMI <= 29.35:
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                          else:  # if BMI > 29.35
                                            if Tumor_Size_cm <= 4.79:
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                            else:  # if Tumor_Size_cm > 4.79
                                              predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 2.50
                                if Tumor_Size_cm <= 3.24:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Tumor_Size_cm > 3.24
                                  if Tumor_Size_cm <= 5.02:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 5.02
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 7.00
                              if Age <= 54.00:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Age > 54.00
                                if Age <= 60.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Age > 60.50
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 62.50
                        if BMI <= 31.40:
                          if Survival_Months <= 44.50:
                            if Age <= 80.00:
                              if BMI <= 26.70:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 26.70
                                if Tumor_Size_cm <= 2.79:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 2.79
                                  if Lymph_Nodes_Examined <= 7.50:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Examined > 7.50
                                    if Tumor_Size_cm <= 4.10:
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if Tumor_Size_cm > 4.10
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Age > 80.00
                              if Survival_Months <= 24.00:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 24.00
                                if BMI <= 29.15:
                                  if Survival_Months <= 35.00:
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 35.00
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if BMI > 29.15
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Survival_Months > 44.50
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if BMI > 31.40
                          if Tumor_Size_cm <= 4.17:
                            if Tumor_Size_cm <= 2.65:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Tumor_Size_cm > 2.65
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 4.17
                            predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Tumor_Size_cm > 5.59
                if BMI <= 23.45:
                  if Age <= 70.00:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Age > 70.00
                    predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if BMI > 23.45
                  if Lymph_Nodes_Examined <= 3.50:
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 3.50
                    if Age <= 74.50:
                      if Age <= 52.00:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 52.00
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Age > 74.50
                      if BMI <= 28.05:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if BMI > 28.05
                        predict class counts: [1. 0. 0. 0. 0. 0.]
            else:  # if Lymph_Nodes_Positive > 7.50
              if Age <= 45.00:
                if Survival_Months <= 28.50:
                  predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Survival_Months > 28.50
                  if Age <= 34.50:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Age > 34.50
                    predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Age > 45.00
                if BMI <= 30.80:
                  predict class counts: [0. 0. 0. 1. 0. 0.]
                else:  # if BMI > 30.80
                  predict class counts: [0. 0. 0. 0. 0. 1.]
        else:  # if Tumor_Size_cm > 6.12
          if Tumor_Size_cm <= 6.44:
            if Lymph_Nodes_Examined <= 5.50:
              if Lymph_Nodes_Examined <= 0.50:
                predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Lymph_Nodes_Examined > 0.50
                if Age <= 37.50:
                  if BMI <= 24.80:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if BMI > 24.80
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Age > 37.50
                  predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Lymph_Nodes_Examined > 5.50
              if BMI <= 21.95:
                if Age <= 31.00:
                  predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Age > 31.00
                  if Lymph_Nodes_Positive <= 2.50:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Positive > 2.50
                    predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if BMI > 21.95
                predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Tumor_Size_cm > 6.44
            if BMI <= 23.75:
              if Tumor_Size_cm <= 7.11:
                if Age <= 32.50:
                  if Tumor_Size_cm <= 6.69:
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 6.69
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Age > 32.50
                  if BMI <= 23.15:
                    if Tumor_Size_cm <= 6.84:
                      if Survival_Months <= 10.00:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 10.00
                        if Age <= 55.50:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Age > 55.50
                          if Lymph_Nodes_Positive <= 3.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Positive > 3.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Tumor_Size_cm > 6.84
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if BMI > 23.15
                    if Age <= 38.00:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Age > 38.00
                      if Survival_Months <= 29.50:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 29.50
                        predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Tumor_Size_cm > 7.11
                if Lymph_Nodes_Examined <= 0.50:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Lymph_Nodes_Examined > 0.50
                  if BMI <= 18.65:
                    if Lymph_Nodes_Examined <= 4.50:
                      if Lymph_Nodes_Examined <= 2.50:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Lymph_Nodes_Examined > 2.50
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 4.50
                      if BMI <= 13.05:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if BMI > 13.05
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if BMI > 18.65
                    if Lymph_Nodes_Positive <= 1.50:
                      if Tumor_Size_cm <= 7.45:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Tumor_Size_cm > 7.45
                        if Tumor_Size_cm <= 7.76:
                          if Tumor_Size_cm <= 7.55:
                            if Survival_Months <= 15.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 15.50
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 7.55
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 7.76
                          if BMI <= 22.10:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 22.10
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Positive > 1.50
                      if Age <= 78.50:
                        if BMI <= 23.40:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if BMI > 23.40
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Age > 78.50
                        predict class counts: [1. 0. 0. 0. 0. 0.]
            else:  # if BMI > 23.75
              if Survival_Months <= 24.50:
                if Survival_Months <= 6.50:
                  if BMI <= 29.10:
                    if BMI <= 27.20:
                      if Lymph_Nodes_Positive <= 3.00:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Positive > 3.00
                        if Lymph_Nodes_Positive <= 6.50:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Positive > 6.50
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if BMI > 27.20
                      if Tumor_Size_cm <= 6.67:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 6.67
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if BMI > 29.10
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Survival_Months > 6.50
                  if Tumor_Size_cm <= 7.14:
                    if Tumor_Size_cm <= 6.98:
                      if Survival_Months <= 15.50:
                        if Tumor_Size_cm <= 6.59:
                          if Tumor_Size_cm <= 6.51:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 6.51
                            if Survival_Months <= 12.50:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Survival_Months > 12.50
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 6.59
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Survival_Months > 15.50
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Tumor_Size_cm > 6.98
                      if Survival_Months <= 17.00:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Survival_Months > 17.00
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 7.14
                    if Tumor_Size_cm <= 7.74:
                      if Lymph_Nodes_Examined <= 6.50:
                        if Lymph_Nodes_Positive <= 1.50:
                          if Lymph_Nodes_Examined <= 3.50:
                            if BMI <= 29.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 29.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 3.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Lymph_Nodes_Positive > 1.50
                          if Survival_Months <= 15.50:
                            if Age <= 51.50:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Age > 51.50
                              if Age <= 64.00:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Age > 64.00
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Survival_Months > 15.50
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Lymph_Nodes_Examined > 6.50
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Tumor_Size_cm > 7.74
                      if Lymph_Nodes_Examined <= 7.00:
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Lymph_Nodes_Examined > 7.00
                        predict class counts: [1. 0. 0. 0. 0. 0.]
              else:  # if Survival_Months > 24.50
                if Age <= 43.00:
                  if Lymph_Nodes_Examined <= 5.00:
                    if Lymph_Nodes_Positive <= 1.50:
                      if BMI <= 28.65:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if BMI > 28.65
                        if Age <= 29.50:
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Age > 29.50
                          if Lymph_Nodes_Examined <= 0.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Examined > 0.50
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Positive > 1.50
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 5.00
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Age > 43.00
                  if Lymph_Nodes_Positive <= 1.50:
                    if Lymph_Nodes_Examined <= 0.50:
                      predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 0.50
                      if Tumor_Size_cm <= 7.92:
                        if Lymph_Nodes_Examined <= 1.50:
                          if Age <= 69.00:
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Age > 69.00
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Lymph_Nodes_Examined > 1.50
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Tumor_Size_cm > 7.92
                        if Lymph_Nodes_Positive <= 0.50:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Positive > 0.50
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Lymph_Nodes_Positive > 1.50
                    if Age <= 55.50:
                      if Tumor_Size_cm <= 7.01:
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 7.01
                        if Lymph_Nodes_Examined <= 2.50:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 2.50
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Age > 55.50
                      if Age <= 83.00:
                        if Lymph_Nodes_Examined <= 8.50:
                          if BMI <= 26.75:
                            if Lymph_Nodes_Examined <= 7.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 7.50
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 26.75
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 8.50
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Age > 83.00
                        if Tumor_Size_cm <= 8.18:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 8.18
                          predict class counts: [0. 0. 1. 0. 0. 0.]
      else:  # if Tumor_Size_cm > 8.39
        if BMI <= 32.05:
          if Lymph_Nodes_Examined <= 8.50:
            if Age <= 86.50:
              if Tumor_Size_cm <= 8.44:
                if BMI <= 25.35:
                  predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if BMI > 25.35
                  predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Tumor_Size_cm > 8.44
                if Age <= 77.50:
                  if Lymph_Nodes_Examined <= 3.50:
                    if Survival_Months <= 43.50:
                      if BMI <= 20.50:
                        if Age <= 66.00:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Age > 66.00
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 20.50
                        if Age <= 23.00:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Age > 23.00
                          if Survival_Months <= 41.50:
                            if Age <= 71.50:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Age > 71.50
                              if Age <= 74.50:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Age > 74.50
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Survival_Months > 41.50
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Survival_Months > 43.50
                      if Lymph_Nodes_Positive <= 1.00:
                        if Tumor_Size_cm <= 8.78:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Tumor_Size_cm > 8.78
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Positive > 1.00
                        if Age <= 61.50:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Age > 61.50
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Lymph_Nodes_Examined > 3.50
                    if Survival_Months <= 49.50:
                      if Survival_Months <= 2.00:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Survival_Months > 2.00
                        if Lymph_Nodes_Positive <= 5.00:
                          if Lymph_Nodes_Positive <= 1.50:
                            if Survival_Months <= 33.00:
                              if BMI <= 30.10:
                                if Tumor_Size_cm <= 9.09:
                                  if Lymph_Nodes_Examined <= 4.50:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Examined > 4.50
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Tumor_Size_cm > 9.09
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if BMI > 30.10
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Survival_Months > 33.00
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 1.50
                            if Age <= 31.50:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Age > 31.50
                              if Tumor_Size_cm <= 8.78:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 8.78
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Lymph_Nodes_Positive > 5.00
                          if Survival_Months <= 10.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Survival_Months > 10.50
                            if Survival_Months <= 21.00:
                              if Age <= 30.50:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Age > 30.50
                                if Lymph_Nodes_Examined <= 7.00:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 7.00
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 21.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Survival_Months > 49.50
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Age > 77.50
                  if BMI <= 25.70:
                    if Tumor_Size_cm <= 9.26:
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 9.26
                      if Tumor_Size_cm <= 9.63:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Tumor_Size_cm > 9.63
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if BMI > 25.70
                    predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if Age > 86.50
              predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Lymph_Nodes_Examined > 8.50
            if Survival_Months <= 36.50:
              if Tumor_Size_cm <= 9.05:
                predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Tumor_Size_cm > 9.05
                if Survival_Months <= 17.50:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Survival_Months > 17.50
                  predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if Survival_Months > 36.50
              if Lymph_Nodes_Positive <= 5.50:
                predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Lymph_Nodes_Positive > 5.50
                predict class counts: [0. 0. 0. 0. 1. 0.]
        else:  # if BMI > 32.05
          if Tumor_Size_cm <= 9.62:
            if Lymph_Nodes_Positive <= 0.50:
              predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if Lymph_Nodes_Positive > 0.50
              if BMI <= 33.55:
                predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if BMI > 33.55
                if Survival_Months <= 37.00:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Survival_Months > 37.00
                  predict class counts: [0. 0. 0. 1. 0. 0.]
          else:  # if Tumor_Size_cm > 9.62
            predict class counts: [0. 0. 0. 1. 0. 0.]
    else:  # if Lymph_Nodes_Examined > 9.50
      if BMI <= 32.85:
        if BMI <= 31.75:
          if Survival_Months <= 9.50:
            if BMI <= 24.40:
              if BMI <= 23.55:
                if BMI <= 22.95:
                  if Tumor_Size_cm <= 8.30:
                    if Tumor_Size_cm <= 6.47:
                      if Age <= 36.50:
                        if Survival_Months <= 3.50:
                          if Lymph_Nodes_Positive <= 2.00:
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 2.00
                            if BMI <= 17.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 17.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Survival_Months > 3.50
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 36.50
                        if Tumor_Size_cm <= 1.59:
                          if Age <= 65.00:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Age > 65.00
                            if Tumor_Size_cm <= 1.41:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 1.41
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Tumor_Size_cm > 1.59
                          if Lymph_Nodes_Examined <= 10.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Examined > 10.50
                            if Survival_Months <= 1.50:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 1.50
                              if Age <= 85.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Age > 85.50
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 6.47
                      if Lymph_Nodes_Examined <= 14.50:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 14.50
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Tumor_Size_cm > 8.30
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if BMI > 22.95
                  if Age <= 27.50:
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                  else:  # if Age > 27.50
                    predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if BMI > 23.55
                if BMI <= 23.85:
                  predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if BMI > 23.85
                  if Tumor_Size_cm <= 3.17:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 3.17
                    if Lymph_Nodes_Examined <= 13.50:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 13.50
                      predict class counts: [1. 0. 0. 0. 0. 0.]
            else:  # if BMI > 24.40
              if Tumor_Size_cm <= 9.57:
                if BMI <= 24.85:
                  if Lymph_Nodes_Examined <= 13.00:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 13.00
                    predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if BMI > 24.85
                  if Tumor_Size_cm <= 5.25:
                    if Age <= 49.50:
                      if Survival_Months <= 1.50:
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Survival_Months > 1.50
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Age > 49.50
                      if BMI <= 27.75:
                        if BMI <= 25.45:
                          if Survival_Months <= 3.50:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Survival_Months > 3.50
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if BMI > 25.45
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if BMI > 27.75
                        if Tumor_Size_cm <= 2.38:
                          if Survival_Months <= 6.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Survival_Months > 6.50
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Tumor_Size_cm > 2.38
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 5.25
                    if Lymph_Nodes_Positive <= 16.00:
                      if Tumor_Size_cm <= 9.14:
                        if Survival_Months <= 4.00:
                          if Lymph_Nodes_Examined <= 17.50:
                            if Tumor_Size_cm <= 6.54:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Tumor_Size_cm > 6.54
                              if Survival_Months <= 1.50:
                                if Lymph_Nodes_Examined <= 13.00:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 13.00
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 1.50
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 17.50
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Survival_Months > 4.00
                          if Tumor_Size_cm <= 7.81:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 7.81
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 9.14
                        if Age <= 55.50:
                          if Lymph_Nodes_Positive <= 5.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Positive > 5.50
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Age > 55.50
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Lymph_Nodes_Positive > 16.00
                      predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Tumor_Size_cm > 9.57
                predict class counts: [0. 1. 0. 0. 0. 0.]
          else:  # if Survival_Months > 9.50
            if Lymph_Nodes_Positive <= 15.50:
              if BMI <= 31.55:
                if Survival_Months <= 50.50:
                  if Lymph_Nodes_Positive <= 13.50:
                    if Age <= 62.50:
                      if Survival_Months <= 21.50:
                        if BMI <= 30.15:
                          if Lymph_Nodes_Positive <= 5.50:
                            if BMI <= 24.10:
                              if BMI <= 22.60:
                                if Lymph_Nodes_Examined <= 10.50:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 10.50
                                  if Age <= 39.00:
                                    if Tumor_Size_cm <= 7.93:
                                      if Age <= 32.00:
                                        if Lymph_Nodes_Positive <= 2.50:
                                          if BMI <= 15.75:
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if BMI > 15.75
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                        else:  # if Lymph_Nodes_Positive > 2.50
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Age > 32.00
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Tumor_Size_cm > 7.93
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Age > 39.00
                                    if Lymph_Nodes_Examined <= 16.00:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Lymph_Nodes_Examined > 16.00
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 22.60
                                if Survival_Months <= 17.00:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Survival_Months > 17.00
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 24.10
                              if Survival_Months <= 20.50:
                                if Survival_Months <= 17.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Survival_Months > 17.50
                                  if Survival_Months <= 19.50:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Survival_Months > 19.50
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Survival_Months > 20.50
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 5.50
                            if Tumor_Size_cm <= 4.04:
                              if Tumor_Size_cm <= 3.30:
                                if BMI <= 24.30:
                                  if Lymph_Nodes_Positive <= 7.50:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Lymph_Nodes_Positive > 7.50
                                    if Survival_Months <= 16.50:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Survival_Months > 16.50
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if BMI > 24.30
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 3.30
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 4.04
                              if Survival_Months <= 16.50:
                                if BMI <= 20.40:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if BMI > 20.40
                                  if Tumor_Size_cm <= 7.36:
                                    if Survival_Months <= 14.00:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Survival_Months > 14.00
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 7.36
                                    if BMI <= 25.05:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if BMI > 25.05
                                      if Lymph_Nodes_Positive <= 10.00:
                                        if BMI <= 25.80:
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if BMI > 25.80
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Positive > 10.00
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 16.50
                                if Lymph_Nodes_Examined <= 11.00:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 11.00
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if BMI > 30.15
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 21.50
                        if Tumor_Size_cm <= 4.07:
                          if Lymph_Nodes_Positive <= 1.50:
                            if Lymph_Nodes_Examined <= 11.00:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Lymph_Nodes_Examined > 11.00
                              if Survival_Months <= 37.50:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 37.50
                                if Lymph_Nodes_Positive <= 0.50:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 0.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Positive > 1.50
                            if Lymph_Nodes_Positive <= 2.50:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 2.50
                              if Lymph_Nodes_Positive <= 9.00:
                                if Tumor_Size_cm <= 0.90:
                                  if Lymph_Nodes_Positive <= 7.00:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 7.00
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 0.90
                                  if Tumor_Size_cm <= 2.69:
                                    if Survival_Months <= 42.50:
                                      if Age <= 39.50:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Age > 39.50
                                        if Survival_Months <= 25.50:
                                          if Lymph_Nodes_Examined <= 14.00:
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Examined > 14.00
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Survival_Months > 25.50
                                          if Survival_Months <= 34.00:
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                          else:  # if Survival_Months > 34.00
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Survival_Months > 42.50
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Tumor_Size_cm > 2.69
                                    if BMI <= 21.10:
                                      if Age <= 61.50:
                                        if Survival_Months <= 46.50:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Survival_Months > 46.50
                                          if BMI <= 15.95:
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if BMI > 15.95
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Age > 61.50
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if BMI > 21.10
                                      if Survival_Months <= 28.50:
                                        if Lymph_Nodes_Examined <= 14.50:
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 14.50
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Survival_Months > 28.50
                                        if Lymph_Nodes_Examined <= 11.50:
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 11.50
                                          predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 9.00
                                if Tumor_Size_cm <= 0.63:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Tumor_Size_cm > 0.63
                                  if BMI <= 23.50:
                                    if BMI <= 17.50:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if BMI > 17.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if BMI > 23.50
                                    if Survival_Months <= 48.50:
                                      if Survival_Months <= 25.00:
                                        if Age <= 47.00:
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if Age > 47.00
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Survival_Months > 25.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 48.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Tumor_Size_cm > 4.07
                          if BMI <= 13.45:
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if BMI > 13.45
                            if Lymph_Nodes_Examined <= 13.50:
                              if Lymph_Nodes_Examined <= 10.50:
                                if Survival_Months <= 37.00:
                                  if BMI <= 26.25:
                                    if Survival_Months <= 29.50:
                                      if Lymph_Nodes_Positive <= 1.00:
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Positive > 1.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 29.50
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if BMI > 26.25
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Survival_Months > 37.00
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Examined > 10.50
                                if Lymph_Nodes_Positive <= 10.50:
                                  if Age <= 43.50:
                                    if Age <= 29.00:
                                      if BMI <= 22.75:
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                      else:  # if BMI > 22.75
                                        if Lymph_Nodes_Examined <= 12.50:
                                          predict class counts: [0. 0. 0. 0. 0. 1.]
                                        else:  # if Lymph_Nodes_Examined > 12.50
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if Age > 29.00
                                      if Lymph_Nodes_Positive <= 9.50:
                                        if Tumor_Size_cm <= 4.97:
                                          if BMI <= 22.30:
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if BMI > 22.30
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Tumor_Size_cm > 4.97
                                          if Survival_Months <= 39.50:
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if Survival_Months > 39.50
                                            if Survival_Months <= 42.00:
                                              predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Survival_Months > 42.00
                                              predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Lymph_Nodes_Positive > 9.50
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Age > 43.50
                                    if BMI <= 22.25:
                                      if Lymph_Nodes_Examined <= 11.50:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Lymph_Nodes_Examined > 11.50
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if BMI > 22.25
                                      if Age <= 54.00:
                                        if Lymph_Nodes_Positive <= 8.50:
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Positive > 8.50
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                      else:  # if Age > 54.00
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Positive > 10.50
                                  if BMI <= 25.60:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if BMI > 25.60
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 13.50
                              if Survival_Months <= 29.50:
                                if Age <= 44.00:
                                  if Age <= 29.50:
                                    if BMI <= 21.35:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if BMI > 21.35
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Age > 29.50
                                    if Tumor_Size_cm <= 4.56:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if Tumor_Size_cm > 4.56
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Age > 44.00
                                  if Age <= 50.50:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if Age > 50.50
                                    if Age <= 55.50:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Age > 55.50
                                      if Survival_Months <= 23.00:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Survival_Months > 23.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Survival_Months > 29.50
                                if Survival_Months <= 41.50:
                                  if BMI <= 24.50:
                                    if Survival_Months <= 30.50:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if Survival_Months > 30.50
                                      if Age <= 22.50:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Age > 22.50
                                        if BMI <= 21.70:
                                          if Lymph_Nodes_Positive <= 5.00:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Positive > 5.00
                                            if Age <= 33.00:
                                              predict class counts: [1. 0. 0. 0. 0. 0.]
                                            else:  # if Age > 33.00
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if BMI > 21.70
                                          if Age <= 53.00:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Age > 53.00
                                            if Lymph_Nodes_Examined <= 16.00:
                                              predict class counts: [0. 0. 1. 0. 0. 0.]
                                            else:  # if Lymph_Nodes_Examined > 16.00
                                              predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if BMI > 24.50
                                    if BMI <= 27.20:
                                      if Age <= 45.50:
                                        if Age <= 23.00:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Age > 23.00
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Age > 45.50
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if BMI > 27.20
                                      if Tumor_Size_cm <= 5.26:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Tumor_Size_cm > 5.26
                                        if Age <= 26.00:
                                          predict class counts: [0. 0. 0. 0. 0. 1.]
                                        else:  # if Age > 26.00
                                          if Age <= 35.50:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Age > 35.50
                                            if Age <= 57.00:
                                              predict class counts: [0. 0. 1. 0. 0. 0.]
                                            else:  # if Age > 57.00
                                              predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Survival_Months > 41.50
                                  if Age <= 23.00:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Age > 23.00
                                    if Lymph_Nodes_Positive <= 1.00:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Lymph_Nodes_Positive > 1.00
                                      if Age <= 53.00:
                                        if Lymph_Nodes_Positive <= 4.50:
                                          if Lymph_Nodes_Positive <= 2.50:
                                            if Survival_Months <= 42.50:
                                              predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Survival_Months > 42.50
                                              predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Positive > 2.50
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Lymph_Nodes_Positive > 4.50
                                          if BMI <= 29.10:
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if BMI > 29.10
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                      else:  # if Age > 53.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Age > 62.50
                      if Tumor_Size_cm <= 8.98:
                        if Age <= 84.50:
                          if Age <= 70.50:
                            if Lymph_Nodes_Examined <= 14.50:
                              if Tumor_Size_cm <= 7.34:
                                if Tumor_Size_cm <= 5.11:
                                  if Age <= 63.50:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Age > 63.50
                                    if Lymph_Nodes_Positive <= 10.00:
                                      if Lymph_Nodes_Examined <= 12.50:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Examined > 12.50
                                        if Lymph_Nodes_Examined <= 13.50:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 13.50
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 10.00
                                      if Lymph_Nodes_Examined <= 12.50:
                                        if BMI <= 22.90:
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if BMI > 22.90
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Examined > 12.50
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 5.11
                                  if Survival_Months <= 35.50:
                                    if Lymph_Nodes_Examined <= 13.50:
                                      if Lymph_Nodes_Positive <= 8.50:
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Positive > 8.50
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Examined > 13.50
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Survival_Months > 35.50
                                    if Age <= 66.50:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Age > 66.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Tumor_Size_cm > 7.34
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 14.50
                              if BMI <= 23.20:
                                if Survival_Months <= 25.00:
                                  if Lymph_Nodes_Positive <= 7.00:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 7.00
                                    if BMI <= 19.90:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if BMI > 19.90
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Survival_Months > 25.00
                                  if Lymph_Nodes_Positive <= 2.00:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 2.00
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 23.20
                                if Age <= 69.50:
                                  if Tumor_Size_cm <= 4.43:
                                    if Age <= 66.00:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Age > 66.00
                                      if Survival_Months <= 23.00:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Survival_Months > 23.00
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 4.43
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Age > 69.50
                                  if Tumor_Size_cm <= 3.98:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 3.98
                                    if BMI <= 26.70:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if BMI > 26.70
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Age > 70.50
                            if BMI <= 20.20:
                              if Survival_Months <= 20.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 20.50
                                if Tumor_Size_cm <= 8.67:
                                  if Tumor_Size_cm <= 1.30:
                                    if Lymph_Nodes_Examined <= 17.50:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Examined > 17.50
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Tumor_Size_cm > 1.30
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Tumor_Size_cm > 8.67
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if BMI > 20.20
                              if Survival_Months <= 18.00:
                                if Survival_Months <= 14.00:
                                  if Tumor_Size_cm <= 6.06:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 6.06
                                    if BMI <= 25.80:
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if BMI > 25.80
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Survival_Months > 14.00
                                  if BMI <= 22.40:
                                    if Age <= 80.50:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Age > 80.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if BMI > 22.40
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Survival_Months > 18.00
                                if Survival_Months <= 26.50:
                                  if BMI <= 26.20:
                                    if Survival_Months <= 20.00:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Survival_Months > 20.00
                                      if Age <= 71.50:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Age > 71.50
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if BMI > 26.20
                                    if BMI <= 28.75:
                                      if BMI <= 27.50:
                                        if Tumor_Size_cm <= 7.72:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Tumor_Size_cm > 7.72
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if BMI > 27.50
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if BMI > 28.75
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Survival_Months > 26.50
                                  if Tumor_Size_cm <= 7.71:
                                    if Survival_Months <= 32.50:
                                      if Tumor_Size_cm <= 4.11:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Tumor_Size_cm > 4.11
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Survival_Months > 32.50
                                      if Age <= 78.50:
                                        if Lymph_Nodes_Examined <= 14.50:
                                          if Survival_Months <= 41.00:
                                            if BMI <= 24.20:
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                            else:  # if BMI > 24.20
                                              if Age <= 73.50:
                                                predict class counts: [0. 1. 0. 0. 0. 0.]
                                              else:  # if Age > 73.50
                                                predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if Survival_Months > 41.00
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 14.50
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Age > 78.50
                                        if Lymph_Nodes_Positive <= 11.50:
                                          if Lymph_Nodes_Examined <= 13.00:
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Examined > 13.00
                                            if Lymph_Nodes_Examined <= 16.50:
                                              predict class counts: [0. 1. 0. 0. 0. 0.]
                                            else:  # if Lymph_Nodes_Examined > 16.50
                                              predict class counts: [0. 0. 1. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Positive > 11.50
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 7.71
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 84.50
                          if BMI <= 26.10:
                            if Lymph_Nodes_Examined <= 16.50:
                              if Age <= 86.00:
                                if Lymph_Nodes_Positive <= 9.50:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 9.50
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Age > 86.00
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 16.50
                              if BMI <= 24.40:
                                if Survival_Months <= 24.50:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Survival_Months > 24.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 24.40
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if BMI > 26.10
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Tumor_Size_cm > 8.98
                        if Lymph_Nodes_Positive <= 9.50:
                          if Lymph_Nodes_Examined <= 12.50:
                            if BMI <= 26.35:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if BMI > 26.35
                              if BMI <= 28.95:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 28.95
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Examined > 12.50
                            if BMI <= 24.25:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if BMI > 24.25
                              if BMI <= 27.20:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if BMI > 27.20
                                if Survival_Months <= 34.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Survival_Months > 34.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Positive > 9.50
                          if BMI <= 21.10:
                            if Survival_Months <= 46.00:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Survival_Months > 46.00
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 21.10
                            if Tumor_Size_cm <= 9.75:
                              if Lymph_Nodes_Examined <= 12.50:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Examined > 12.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Tumor_Size_cm > 9.75
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Lymph_Nodes_Positive > 13.50
                    if Survival_Months <= 44.50:
                      if Tumor_Size_cm <= 7.80:
                        if Tumor_Size_cm <= 1.22:
                          if BMI <= 27.95:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if BMI > 27.95
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 1.22
                          if Tumor_Size_cm <= 3.50:
                            if Lymph_Nodes_Examined <= 14.50:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Lymph_Nodes_Examined > 14.50
                              if Age <= 73.50:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Age > 73.50
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 3.50
                            if Age <= 73.50:
                              if Lymph_Nodes_Examined <= 17.50:
                                if Age <= 28.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Age > 28.50
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Examined > 17.50
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Age > 73.50
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 7.80
                        if BMI <= 23.85:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if BMI > 23.85
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Survival_Months > 44.50
                      if Age <= 32.00:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 32.00
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Survival_Months > 50.50
                  if BMI <= 24.85:
                    if Tumor_Size_cm <= 6.84:
                      if Age <= 41.00:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Age > 41.00
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 6.84
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if BMI > 24.85
                    predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if BMI > 31.55
                if Survival_Months <= 32.50:
                  if Tumor_Size_cm <= 2.66:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 2.66
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Survival_Months > 32.50
                  predict class counts: [0. 1. 0. 0. 0. 0.]
            else:  # if Lymph_Nodes_Positive > 15.50
              if Tumor_Size_cm <= 4.41:
                if Lymph_Nodes_Positive <= 17.50:
                  if Tumor_Size_cm <= 2.01:
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Tumor_Size_cm > 2.01
                    if Survival_Months <= 24.00:
                      predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Survival_Months > 24.00
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Lymph_Nodes_Positive > 17.50
                  predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if Tumor_Size_cm > 4.41
                if Lymph_Nodes_Examined <= 17.50:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Lymph_Nodes_Examined > 17.50
                  if Survival_Months <= 36.00:
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                  else:  # if Survival_Months > 36.00
                    if BMI <= 25.40:
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if BMI > 25.40
                      predict class counts: [0. 0. 0. 1. 0. 0.]
        else:  # if BMI > 31.75
          if Age <= 58.50:
            if Survival_Months <= 15.00:
              predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if Survival_Months > 15.00
              if Tumor_Size_cm <= 7.02:
                if Lymph_Nodes_Examined <= 15.00:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Lymph_Nodes_Examined > 15.00
                  if BMI <= 32.70:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if BMI > 32.70
                    predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Tumor_Size_cm > 7.02
                if Age <= 30.00:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Age > 30.00
                  predict class counts: [1. 0. 0. 0. 0. 0.]
          else:  # if Age > 58.50
            if Age <= 80.50:
              predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if Age > 80.50
              if Age <= 86.00:
                predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if Age > 86.00
                predict class counts: [0. 0. 0. 0. 0. 1.]
      else:  # if BMI > 32.85
        if Tumor_Size_cm <= 8.36:
          if BMI <= 35.10:
            if BMI <= 34.35:
              if BMI <= 33.50:
                if Survival_Months <= 30.00:
                  if Tumor_Size_cm <= 3.16:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 3.16
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Survival_Months > 30.00
                  predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if BMI > 33.50
                if BMI <= 33.95:
                  predict class counts: [0. 0. 0. 1. 0. 0.]
                else:  # if BMI > 33.95
                  if Age <= 32.00:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Age > 32.00
                    if Lymph_Nodes_Positive <= 10.00:
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Positive > 10.00
                      if Age <= 40.00:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Age > 40.00
                        predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if BMI > 34.35
              predict class counts: [1. 0. 0. 0. 0. 0.]
          else:  # if BMI > 35.10
            if Age <= 76.00:
              if Lymph_Nodes_Positive <= 5.00:
                predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Lymph_Nodes_Positive > 5.00
                predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Age > 76.00
              predict class counts: [0. 0. 0. 0. 0. 1.]
        else:  # if Tumor_Size_cm > 8.36
          if Lymph_Nodes_Examined <= 17.00:
            predict class counts: [0. 0. 0. 1. 0. 0.]
          else:  # if Lymph_Nodes_Examined > 17.00
            predict class counts: [0. 0. 0. 0. 0. 1.]
  else:  # if Survival_Months > 51.50
    if BMI <= 23.55:
      if Survival_Months <= 115.50:
        if Age <= 85.50:
          if Age <= 77.50:
            if Lymph_Nodes_Positive <= 4.50:
              if Survival_Months <= 111.50:
                if BMI <= 22.45:
                  if Tumor_Size_cm <= 8.34:
                    if Survival_Months <= 100.50:
                      if Tumor_Size_cm <= 3.86:
                        if Tumor_Size_cm <= 2.45:
                          if BMI <= 18.35:
                            if Tumor_Size_cm <= 1.65:
                              if Lymph_Nodes_Positive <= 2.50:
                                if Lymph_Nodes_Positive <= 1.50:
                                  if Lymph_Nodes_Positive <= 0.50:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 0.50
                                    if Age <= 40.50:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Age > 40.50
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 1.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 2.50
                                if Lymph_Nodes_Examined <= 8.00:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 8.00
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Tumor_Size_cm > 1.65
                              if Tumor_Size_cm <= 2.12:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Tumor_Size_cm > 2.12
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if BMI > 18.35
                            if BMI <= 22.20:
                              if Tumor_Size_cm <= 1.04:
                                if Age <= 24.00:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 24.00
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Tumor_Size_cm > 1.04
                                if Age <= 42.00:
                                  if Survival_Months <= 78.50:
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 78.50
                                    if Lymph_Nodes_Examined <= 8.50:
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if Lymph_Nodes_Examined > 8.50
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 42.00
                                  if Survival_Months <= 61.00:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Survival_Months > 61.00
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if BMI > 22.20
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 2.45
                          if Lymph_Nodes_Examined <= 0.50:
                            if Survival_Months <= 68.00:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 68.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 0.50
                            if Survival_Months <= 67.50:
                              if BMI <= 20.55:
                                if Tumor_Size_cm <= 2.74:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 2.74
                                  if Tumor_Size_cm <= 3.15:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Tumor_Size_cm > 3.15
                                    if Lymph_Nodes_Positive <= 2.50:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 2.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 20.55
                                if BMI <= 21.35:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if BMI > 21.35
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Survival_Months > 67.50
                              if Survival_Months <= 80.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 80.50
                                if Lymph_Nodes_Positive <= 2.50:
                                  if Tumor_Size_cm <= 2.90:
                                    if Age <= 55.50:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Age > 55.50
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Tumor_Size_cm > 2.90
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 2.50
                                  if Tumor_Size_cm <= 3.37:
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Tumor_Size_cm > 3.37
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 3.86
                        if Survival_Months <= 52.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Survival_Months > 52.50
                          if Tumor_Size_cm <= 7.92:
                            if Survival_Months <= 95.50:
                              if Tumor_Size_cm <= 7.72:
                                if Survival_Months <= 93.50:
                                  if Survival_Months <= 66.50:
                                    if Tumor_Size_cm <= 6.76:
                                      if BMI <= 21.90:
                                        if BMI <= 21.40:
                                          if Tumor_Size_cm <= 5.43:
                                            if BMI <= 14.75:
                                              if Survival_Months <= 63.00:
                                                predict class counts: [0. 1. 0. 0. 0. 0.]
                                              else:  # if Survival_Months > 63.00
                                                predict class counts: [0. 0. 0. 0. 1. 0.]
                                            else:  # if BMI > 14.75
                                              if Lymph_Nodes_Examined <= 4.00:
                                                predict class counts: [0. 0. 0. 0. 0. 1.]
                                              else:  # if Lymph_Nodes_Examined > 4.00
                                                if Survival_Months <= 61.50:
                                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                                else:  # if Survival_Months > 61.50
                                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if Tumor_Size_cm > 5.43
                                            if BMI <= 18.50:
                                              predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if BMI > 18.50
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if BMI > 21.40
                                          predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if BMI > 21.90
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if Tumor_Size_cm > 6.76
                                      if Tumor_Size_cm <= 7.38:
                                        if Age <= 65.00:
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                        else:  # if Age > 65.00
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Tumor_Size_cm > 7.38
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 66.50
                                    if Tumor_Size_cm <= 4.20:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Tumor_Size_cm > 4.20
                                      if Survival_Months <= 75.50:
                                        if BMI <= 21.15:
                                          if Lymph_Nodes_Examined <= 0.50:
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if Lymph_Nodes_Examined > 0.50
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if BMI > 21.15
                                          if BMI <= 21.85:
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                          else:  # if BMI > 21.85
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Survival_Months > 75.50
                                        if Age <= 43.00:
                                          if Age <= 33.00:
                                            if Tumor_Size_cm <= 4.47:
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                            else:  # if Tumor_Size_cm > 4.47
                                              if Tumor_Size_cm <= 5.97:
                                                predict class counts: [0. 0. 0. 1. 0. 0.]
                                              else:  # if Tumor_Size_cm > 5.97
                                                predict class counts: [0. 1. 0. 0. 0. 0.]
                                          else:  # if Age > 33.00
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Age > 43.00
                                          if Lymph_Nodes_Examined <= 0.50:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Lymph_Nodes_Examined > 0.50
                                            if Lymph_Nodes_Positive <= 3.50:
                                              if Age <= 63.00:
                                                predict class counts: [0. 0. 0. 1. 0. 0.]
                                              else:  # if Age > 63.00
                                                if Age <= 70.00:
                                                  if Tumor_Size_cm <= 6.70:
                                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                                  else:  # if Tumor_Size_cm > 6.70
                                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                                else:  # if Age > 70.00
                                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Lymph_Nodes_Positive > 3.50
                                              if Lymph_Nodes_Examined <= 5.00:
                                                predict class counts: [0. 0. 0. 1. 0. 0.]
                                              else:  # if Lymph_Nodes_Examined > 5.00
                                                if BMI <= 17.30:
                                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                                else:  # if BMI > 17.30
                                                  if Tumor_Size_cm <= 5.68:
                                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                                  else:  # if Tumor_Size_cm > 5.68
                                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Survival_Months > 93.50
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 7.72
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Survival_Months > 95.50
                              if BMI <= 17.25:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 17.25
                                if BMI <= 20.10:
                                  if Age <= 76.00:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Age > 76.00
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if BMI > 20.10
                                  if Tumor_Size_cm <= 6.50:
                                    if Age <= 44.50:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Age > 44.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Tumor_Size_cm > 6.50
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Tumor_Size_cm > 7.92
                            if Survival_Months <= 76.00:
                              if Lymph_Nodes_Examined <= 4.50:
                                if Tumor_Size_cm <= 8.13:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Tumor_Size_cm > 8.13
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Examined > 4.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 76.00
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Survival_Months > 100.50
                      if Survival_Months <= 110.50:
                        if Tumor_Size_cm <= 1.93:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Tumor_Size_cm > 1.93
                          if Age <= 32.50:
                            if Lymph_Nodes_Examined <= 5.00:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 5.00
                              if Survival_Months <= 106.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 106.50
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Age > 32.50
                            if Tumor_Size_cm <= 7.86:
                              if Survival_Months <= 106.50:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 106.50
                                if Tumor_Size_cm <= 3.79:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Tumor_Size_cm > 3.79
                                  if Age <= 61.50:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if Age > 61.50
                                    if Age <= 70.00:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Age > 70.00
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 7.86
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Survival_Months > 110.50
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Tumor_Size_cm > 8.34
                    if Survival_Months <= 69.00:
                      if BMI <= 20.55:
                        if Lymph_Nodes_Examined <= 1.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Lymph_Nodes_Examined > 1.50
                          if Age <= 58.50:
                            if Age <= 41.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Age > 41.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Age > 58.50
                            if BMI <= 19.10:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if BMI > 19.10
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 20.55
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Survival_Months > 69.00
                      if Age <= 38.50:
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Age > 38.50
                        if Survival_Months <= 101.00:
                          if Age <= 75.50:
                            if Lymph_Nodes_Positive <= 3.50:
                              if Tumor_Size_cm <= 9.27:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 9.27
                                if BMI <= 20.90:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if BMI > 20.90
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 3.50
                              if Tumor_Size_cm <= 8.90:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 8.90
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Age > 75.50
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Survival_Months > 101.00
                          if BMI <= 19.75:
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if BMI > 19.75
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if BMI > 22.45
                  if BMI <= 23.35:
                    if Survival_Months <= 66.50:
                      if BMI <= 22.95:
                        if Tumor_Size_cm <= 8.16:
                          if Lymph_Nodes_Positive <= 2.50:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 2.50
                            if Survival_Months <= 55.00:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 55.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 8.16
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if BMI > 22.95
                        if Lymph_Nodes_Examined <= 6.50:
                          if Age <= 71.00:
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Age > 71.00
                            if Survival_Months <= 55.50:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Survival_Months > 55.50
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 6.50
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Survival_Months > 66.50
                      if Survival_Months <= 80.50:
                        if Lymph_Nodes_Examined <= 4.00:
                          if Age <= 28.00:
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Age > 28.00
                            if Age <= 61.50:
                              if Age <= 41.50:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Age > 41.50
                                if Age <= 58.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Age > 58.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Age > 61.50
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Lymph_Nodes_Examined > 4.00
                          if Tumor_Size_cm <= 1.33:
                            if BMI <= 22.80:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if BMI > 22.80
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 1.33
                            if Survival_Months <= 70.50:
                              if Tumor_Size_cm <= 6.94:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Tumor_Size_cm > 6.94
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 70.50
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 80.50
                        if BMI <= 22.95:
                          if Survival_Months <= 95.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Survival_Months > 95.50
                            if Survival_Months <= 104.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 104.00
                              if Lymph_Nodes_Examined <= 7.00:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Examined > 7.00
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if BMI > 22.95
                          if Lymph_Nodes_Examined <= 5.00:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Examined > 5.00
                            if Survival_Months <= 109.00:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 109.00
                              if Lymph_Nodes_Examined <= 12.50:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Examined > 12.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if BMI > 23.35
                    if Tumor_Size_cm <= 2.94:
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 2.94
                      if Survival_Months <= 57.50:
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Survival_Months > 57.50
                        predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if Survival_Months > 111.50
                if Tumor_Size_cm <= 6.58:
                  if Lymph_Nodes_Positive <= 1.50:
                    if Tumor_Size_cm <= 3.44:
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Tumor_Size_cm > 3.44
                      predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Lymph_Nodes_Positive > 1.50
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 6.58
                  predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if Lymph_Nodes_Positive > 4.50
              if Lymph_Nodes_Examined <= 8.50:
                if Survival_Months <= 92.50:
                  if Age <= 45.00:
                    if Age <= 26.00:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Age > 26.00
                      if Tumor_Size_cm <= 8.54:
                        if Age <= 34.50:
                          if BMI <= 18.20:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if BMI > 18.20
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Age > 34.50
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 8.54
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Age > 45.00
                    if Lymph_Nodes_Examined <= 7.50:
                      if Tumor_Size_cm <= 1.82:
                        if Survival_Months <= 64.50:
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Survival_Months > 64.50
                          if Lymph_Nodes_Positive <= 5.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Positive > 5.50
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 1.82
                        if Age <= 71.00:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Age > 71.00
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Lymph_Nodes_Examined > 7.50
                      if Survival_Months <= 70.50:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Survival_Months > 70.50
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Survival_Months > 92.50
                  if Survival_Months <= 106.50:
                    if Lymph_Nodes_Examined <= 5.50:
                      predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Lymph_Nodes_Examined > 5.50
                      if Tumor_Size_cm <= 9.14:
                        if Age <= 34.00:
                          if Tumor_Size_cm <= 6.79:
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 6.79
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Age > 34.00
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Tumor_Size_cm > 9.14
                        if Tumor_Size_cm <= 9.59:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Tumor_Size_cm > 9.59
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Survival_Months > 106.50
                    if Tumor_Size_cm <= 3.23:
                      if Lymph_Nodes_Positive <= 6.00:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Lymph_Nodes_Positive > 6.00
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 3.23
                      predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if Lymph_Nodes_Examined > 8.50
                if Age <= 26.50:
                  if Lymph_Nodes_Positive <= 13.50:
                    if BMI <= 22.70:
                      if Tumor_Size_cm <= 1.97:
                        if Survival_Months <= 76.00:
                          if Lymph_Nodes_Positive <= 6.50:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 6.50
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Survival_Months > 76.00
                          if Lymph_Nodes_Positive <= 7.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Positive > 7.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Tumor_Size_cm > 1.97
                        if BMI <= 11.75:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if BMI > 11.75
                          if Survival_Months <= 93.50:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Survival_Months > 93.50
                            if Survival_Months <= 99.00:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Survival_Months > 99.00
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if BMI > 22.70
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Positive > 13.50
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Age > 26.50
                  if BMI <= 23.35:
                    if Tumor_Size_cm <= 7.12:
                      if Age <= 46.50:
                        if Lymph_Nodes_Examined <= 11.50:
                          if Lymph_Nodes_Examined <= 10.50:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Examined > 10.50
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Lymph_Nodes_Examined > 11.50
                          if Tumor_Size_cm <= 0.69:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 0.69
                            if BMI <= 19.45:
                              if BMI <= 17.25:
                                if Lymph_Nodes_Positive <= 12.00:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 12.00
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 17.25
                                if Age <= 29.50:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Age > 29.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 19.45
                              if Lymph_Nodes_Positive <= 15.50:
                                if Lymph_Nodes_Positive <= 14.50:
                                  if Age <= 33.50:
                                    if BMI <= 20.95:
                                      if Tumor_Size_cm <= 3.90:
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Tumor_Size_cm > 3.90
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if BMI > 20.95
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Age > 33.50
                                    if Lymph_Nodes_Examined <= 14.00:
                                      if Age <= 42.00:
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                      else:  # if Age > 42.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Lymph_Nodes_Examined > 14.00
                                      if BMI <= 23.25:
                                        if Lymph_Nodes_Examined <= 18.00:
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if Lymph_Nodes_Examined > 18.00
                                          if Age <= 38.00:
                                            if Survival_Months <= 78.00:
                                              predict class counts: [0. 0. 1. 0. 0. 0.]
                                            else:  # if Survival_Months > 78.00
                                              predict class counts: [0. 0. 0. 0. 1. 0.]
                                          else:  # if Age > 38.00
                                            if Lymph_Nodes_Positive <= 10.50:
                                              predict class counts: [0. 1. 0. 0. 0. 0.]
                                            else:  # if Lymph_Nodes_Positive > 10.50
                                              predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if BMI > 23.25
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 14.50
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 15.50
                                if Age <= 35.00:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Age > 35.00
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Age > 46.50
                        if Age <= 52.50:
                          if BMI <= 17.80:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 17.80
                            if Survival_Months <= 71.00:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 71.00
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 52.50
                          if Lymph_Nodes_Examined <= 13.50:
                            if Lymph_Nodes_Positive <= 8.50:
                              if BMI <= 20.55:
                                if Lymph_Nodes_Positive <= 5.50:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 5.50
                                  if Survival_Months <= 97.00:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Survival_Months > 97.00
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 20.55
                                if Survival_Months <= 70.50:
                                  if BMI <= 21.70:
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if BMI > 21.70
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Survival_Months > 70.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Lymph_Nodes_Positive > 8.50
                              if Survival_Months <= 100.50:
                                if Age <= 66.50:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Age > 66.50
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 100.50
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 13.50
                            if Age <= 67.00:
                              if Survival_Months <= 94.50:
                                if Tumor_Size_cm <= 3.73:
                                  if Tumor_Size_cm <= 1.66:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Tumor_Size_cm > 1.66
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Tumor_Size_cm > 3.73
                                  if Tumor_Size_cm <= 4.99:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Tumor_Size_cm > 4.99
                                    if Lymph_Nodes_Examined <= 17.50:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Examined > 17.50
                                      if BMI <= 17.15:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if BMI > 17.15
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Survival_Months > 94.50
                                if Lymph_Nodes_Positive <= 17.50:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Positive > 17.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Age > 67.00
                              if Lymph_Nodes_Examined <= 17.50:
                                if Tumor_Size_cm <= 6.72:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 6.72
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Examined > 17.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Tumor_Size_cm > 7.12
                      if BMI <= 22.85:
                        if Survival_Months <= 79.00:
                          if Tumor_Size_cm <= 7.30:
                            if Survival_Months <= 59.50:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 59.50
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 7.30
                            if Tumor_Size_cm <= 9.81:
                              if Tumor_Size_cm <= 9.03:
                                if Lymph_Nodes_Examined <= 12.50:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 12.50
                                  if Lymph_Nodes_Examined <= 15.50:
                                    if Survival_Months <= 62.00:
                                      if Age <= 38.00:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Age > 38.00
                                        if Age <= 49.50:
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Age > 49.50
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 62.00
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Lymph_Nodes_Examined > 15.50
                                    if BMI <= 17.95:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if BMI > 17.95
                                      if Survival_Months <= 76.50:
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Survival_Months > 76.50
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Tumor_Size_cm > 9.03
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Tumor_Size_cm > 9.81
                              if Lymph_Nodes_Positive <= 9.50:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 9.50
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Survival_Months > 79.00
                          if Survival_Months <= 106.50:
                            if Tumor_Size_cm <= 9.42:
                              if BMI <= 22.20:
                                if Lymph_Nodes_Positive <= 11.50:
                                  if Lymph_Nodes_Examined <= 9.50:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Lymph_Nodes_Examined > 9.50
                                    if Lymph_Nodes_Positive <= 8.00:
                                      if Lymph_Nodes_Examined <= 12.00:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Examined > 12.00
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 8.00
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 11.50
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 22.20
                                if Age <= 36.00:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Age > 36.00
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 9.42
                              if Lymph_Nodes_Examined <= 13.50:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Examined > 13.50
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Survival_Months > 106.50
                            if Survival_Months <= 112.50:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 112.50
                              if Lymph_Nodes_Positive <= 9.50:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 9.50
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if BMI > 22.85
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if BMI > 23.35
                    predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Age > 77.50
            if Survival_Months <= 58.50:
              if Age <= 79.50:
                predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Age > 79.50
                predict class counts: [0. 1. 0. 0. 0. 0.]
            else:  # if Survival_Months > 58.50
              if Age <= 80.50:
                if Tumor_Size_cm <= 1.30:
                  if BMI <= 22.10:
                    predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if BMI > 22.10
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 1.30
                  if BMI <= 22.55:
                    if Lymph_Nodes_Examined <= 13.50:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 13.50
                      if Lymph_Nodes_Examined <= 16.50:
                        if Tumor_Size_cm <= 4.51:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Tumor_Size_cm > 4.51
                          if BMI <= 20.35:
                            predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if BMI > 20.35
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 16.50
                        if Survival_Months <= 73.00:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Survival_Months > 73.00
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if BMI > 22.55
                    predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Age > 80.50
                if Tumor_Size_cm <= 5.46:
                  if Lymph_Nodes_Positive <= 10.50:
                    if Lymph_Nodes_Positive <= 9.50:
                      if Survival_Months <= 107.50:
                        if Lymph_Nodes_Examined <= 17.50:
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 17.50
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 107.50
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Lymph_Nodes_Positive > 9.50
                      predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Lymph_Nodes_Positive > 10.50
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Tumor_Size_cm > 5.46
                  if Lymph_Nodes_Examined <= 4.50:
                    if Survival_Months <= 73.50:
                      predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Survival_Months > 73.50
                      if BMI <= 22.40:
                        if Lymph_Nodes_Examined <= 3.50:
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 3.50
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if BMI > 22.40
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 4.50
                    if Tumor_Size_cm <= 9.03:
                      if Survival_Months <= 87.00:
                        if Survival_Months <= 71.00:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Survival_Months > 71.00
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 87.00
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 9.03
                      if BMI <= 19.95:
                        if Survival_Months <= 64.00:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Survival_Months > 64.00
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if BMI > 19.95
                        predict class counts: [0. 0. 0. 0. 1. 0.]
        else:  # if Age > 85.50
          if BMI <= 19.25:
            if Tumor_Size_cm <= 1.52:
              predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if Tumor_Size_cm > 1.52
              if Survival_Months <= 96.50:
                if Tumor_Size_cm <= 6.07:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Tumor_Size_cm > 6.07
                  predict class counts: [0. 1. 0. 0. 0. 0.]
              else:  # if Survival_Months > 96.50
                predict class counts: [0. 1. 0. 0. 0. 0.]
          else:  # if BMI > 19.25
            if BMI <= 23.05:
              if Age <= 88.50:
                if Tumor_Size_cm <= 5.47:
                  if BMI <= 19.95:
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if BMI > 19.95
                    if Tumor_Size_cm <= 0.93:
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 0.93
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Tumor_Size_cm > 5.47
                  if Tumor_Size_cm <= 8.80:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 8.80
                    if Tumor_Size_cm <= 9.49:
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if Tumor_Size_cm > 9.49
                      predict class counts: [0. 1. 0. 0. 0. 0.]
              else:  # if Age > 88.50
                if Tumor_Size_cm <= 8.14:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Tumor_Size_cm > 8.14
                  predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if BMI > 23.05
              predict class counts: [0. 0. 0. 0. 0. 1.]
      else:  # if Survival_Months > 115.50
        if BMI <= 16.10:
          if Age <= 74.00:
            predict class counts: [1. 0. 0. 0. 0. 0.]
          else:  # if Age > 74.00
            predict class counts: [0. 1. 0. 0. 0. 0.]
        else:  # if BMI > 16.10
          if Lymph_Nodes_Positive <= 5.50:
            if BMI <= 21.30:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if BMI > 21.30
              if BMI <= 23.00:
                if Age <= 64.50:
                  predict class counts: [0. 0. 0. 1. 0. 0.]
                else:  # if Age > 64.50
                  if Lymph_Nodes_Examined <= 11.50:
                    predict class counts: [1. 0. 0. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 11.50
                    predict class counts: [0. 1. 0. 0. 0. 0.]
              else:  # if BMI > 23.00
                predict class counts: [0. 0. 1. 0. 0. 0.]
          else:  # if Lymph_Nodes_Positive > 5.50
            if BMI <= 21.00:
              predict class counts: [0. 0. 0. 0. 0. 1.]
            else:  # if BMI > 21.00
              if BMI <= 22.70:
                predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if BMI > 22.70
                if Lymph_Nodes_Examined <= 11.00:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Lymph_Nodes_Examined > 11.00
                  predict class counts: [0. 1. 0. 0. 0. 0.]
    else:  # if BMI > 23.55
      if Tumor_Size_cm <= 1.61:
        if Survival_Months <= 100.50:
          if Lymph_Nodes_Positive <= 3.50:
            if Tumor_Size_cm <= 0.90:
              if Lymph_Nodes_Positive <= 1.50:
                if BMI <= 37.85:
                  if Age <= 54.00:
                    if BMI <= 27.85:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if BMI > 27.85
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Age > 54.00
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if BMI > 37.85
                  predict class counts: [0. 1. 0. 0. 0. 0.]
              else:  # if Lymph_Nodes_Positive > 1.50
                if Age <= 76.50:
                  if Survival_Months <= 61.50:
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Survival_Months > 61.50
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                else:  # if Age > 76.50
                  predict class counts: [0. 0. 0. 0. 1. 0.]
            else:  # if Tumor_Size_cm > 0.90
              if Age <= 33.00:
                if Survival_Months <= 75.50:
                  predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if Survival_Months > 75.50
                  if Lymph_Nodes_Examined <= 1.50:
                    predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Lymph_Nodes_Examined > 1.50
                    if Lymph_Nodes_Examined <= 5.50:
                      predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Lymph_Nodes_Examined > 5.50
                      predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if Age > 33.00
                if Tumor_Size_cm <= 0.96:
                  predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 0.96
                  if Age <= 60.50:
                    if Survival_Months <= 64.00:
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Survival_Months > 64.00
                      if Lymph_Nodes_Examined <= 0.50:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 0.50
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Age > 60.50
                    if BMI <= 27.15:
                      if Tumor_Size_cm <= 1.08:
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 1.08
                        if BMI <= 25.95:
                          if Tumor_Size_cm <= 1.12:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Tumor_Size_cm > 1.12
                            if Age <= 79.00:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Age > 79.00
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if BMI > 25.95
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if BMI > 27.15
                      predict class counts: [0. 0. 1. 0. 0. 0.]
          else:  # if Lymph_Nodes_Positive > 3.50
            if Tumor_Size_cm <= 0.67:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Tumor_Size_cm > 0.67
              if Age <= 27.50:
                predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Age > 27.50
                if Age <= 40.50:
                  if Age <= 33.50:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Age > 33.50
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Age > 40.50
                  if Survival_Months <= 84.50:
                    if BMI <= 26.15:
                      if Age <= 69.50:
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Age > 69.50
                        if Survival_Months <= 63.00:
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Survival_Months > 63.00
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if BMI > 26.15
                      if Age <= 48.00:
                        if Age <= 43.00:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 43.00
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 48.00
                        if Lymph_Nodes_Examined <= 17.00:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 17.00
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Survival_Months > 84.50
                    if Lymph_Nodes_Examined <= 15.50:
                      if Survival_Months <= 92.50:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 92.50
                        if BMI <= 26.50:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if BMI > 26.50
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 15.50
                      if Survival_Months <= 96.50:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Survival_Months > 96.50
                        predict class counts: [1. 0. 0. 0. 0. 0.]
        else:  # if Survival_Months > 100.50
          if Lymph_Nodes_Positive <= 0.50:
            if BMI <= 24.25:
              predict class counts: [1. 0. 0. 0. 0. 0.]
            else:  # if BMI > 24.25
              if BMI <= 28.45:
                predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if BMI > 28.45
                if BMI <= 30.00:
                  predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if BMI > 30.00
                  if Tumor_Size_cm <= 1.04:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 1.04
                    predict class counts: [0. 0. 0. 1. 0. 0.]
          else:  # if Lymph_Nodes_Positive > 0.50
            if BMI <= 26.45:
              if Survival_Months <= 107.50:
                if Survival_Months <= 102.00:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Survival_Months > 102.00
                  predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if Survival_Months > 107.50
                if Tumor_Size_cm <= 1.53:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Tumor_Size_cm > 1.53
                  predict class counts: [0. 0. 0. 1. 0. 0.]
            else:  # if BMI > 26.45
              if Lymph_Nodes_Positive <= 1.50:
                predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Lymph_Nodes_Positive > 1.50
                if BMI <= 31.50:
                  if Tumor_Size_cm <= 0.82:
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 0.82
                    if Lymph_Nodes_Examined <= 11.00:
                      predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Lymph_Nodes_Examined > 11.00
                      if Age <= 58.50:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Age > 58.50
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                else:  # if BMI > 31.50
                  if Lymph_Nodes_Examined <= 14.00:
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 14.00
                    predict class counts: [0. 1. 0. 0. 0. 0.]
      else:  # if Tumor_Size_cm > 1.61
        if BMI <= 25.75:
          if Lymph_Nodes_Examined <= 0.50:
            if Survival_Months <= 65.00:
              predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Survival_Months > 65.00
              if Age <= 34.50:
                predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if Age > 34.50
                predict class counts: [1. 0. 0. 0. 0. 0.]
          else:  # if Lymph_Nodes_Examined > 0.50
            if Lymph_Nodes_Examined <= 2.50:
              if Tumor_Size_cm <= 9.38:
                if Age <= 43.00:
                  if Tumor_Size_cm <= 4.94:
                    if BMI <= 24.15:
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if BMI > 24.15
                      if Tumor_Size_cm <= 3.19:
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Tumor_Size_cm > 3.19
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Tumor_Size_cm > 4.94
                    predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Age > 43.00
                  if Age <= 58.50:
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Age > 58.50
                    if Tumor_Size_cm <= 2.33:
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 2.33
                      if Lymph_Nodes_Examined <= 1.50:
                        predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Lymph_Nodes_Examined > 1.50
                        if Survival_Months <= 107.00:
                          if Lymph_Nodes_Positive <= 1.50:
                            if BMI <= 24.20:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 24.20
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 1.50
                            if Age <= 66.50:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Age > 66.50
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Survival_Months > 107.00
                          predict class counts: [0. 0. 0. 0. 1. 0.]
              else:  # if Tumor_Size_cm > 9.38
                predict class counts: [0. 0. 0. 0. 1. 0.]
            else:  # if Lymph_Nodes_Examined > 2.50
              if Tumor_Size_cm <= 7.18:
                if Age <= 80.50:
                  if Lymph_Nodes_Positive <= 11.00:
                    if Tumor_Size_cm <= 5.89:
                      if BMI <= 24.55:
                        if BMI <= 23.65:
                          if Age <= 47.50:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Age > 47.50
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if BMI > 23.65
                          if Lymph_Nodes_Examined <= 9.50:
                            if Lymph_Nodes_Examined <= 3.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 3.50
                              if Survival_Months <= 94.50:
                                if Lymph_Nodes_Examined <= 8.50:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 8.50
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 94.50
                                if Lymph_Nodes_Examined <= 5.50:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Examined > 5.50
                                  if Age <= 72.00:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Age > 72.00
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 9.50
                            if Lymph_Nodes_Positive <= 2.50:
                              if Lymph_Nodes_Positive <= 1.50:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Positive > 1.50
                                if Age <= 35.00:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Age > 35.00
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 2.50
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 24.55
                        if Age <= 48.00:
                          if Lymph_Nodes_Positive <= 7.50:
                            if Lymph_Nodes_Examined <= 14.00:
                              if Lymph_Nodes_Examined <= 8.50:
                                if Tumor_Size_cm <= 3.02:
                                  if Survival_Months <= 75.50:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Survival_Months > 75.50
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 3.02
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Examined > 8.50
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 14.00
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 7.50
                            if Age <= 27.50:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Age > 27.50
                              if Age <= 39.00:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Age > 39.00
                                if Survival_Months <= 108.50:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Survival_Months > 108.50
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Age > 48.00
                          if Lymph_Nodes_Positive <= 4.50:
                            if BMI <= 25.10:
                              if Age <= 79.50:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Age > 79.50
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if BMI > 25.10
                              if Age <= 71.50:
                                if Lymph_Nodes_Examined <= 14.00:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 14.00
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Age > 71.50
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 4.50
                            if Lymph_Nodes_Examined <= 15.50:
                              if Age <= 69.50:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Age > 69.50
                                if Lymph_Nodes_Positive <= 7.00:
                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Lymph_Nodes_Positive > 7.00
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Lymph_Nodes_Examined > 15.50
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 5.89
                      if Tumor_Size_cm <= 6.30:
                        if Tumor_Size_cm <= 6.12:
                          if Lymph_Nodes_Positive <= 2.50:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Lymph_Nodes_Positive > 2.50
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 6.12
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 6.30
                        if BMI <= 24.75:
                          if Tumor_Size_cm <= 6.60:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 6.60
                            if BMI <= 24.30:
                              if Age <= 45.00:
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Age > 45.00
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 24.30
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if BMI > 24.75
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                  else:  # if Lymph_Nodes_Positive > 11.00
                    if Age <= 66.00:
                      if BMI <= 23.80:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 23.80
                        if Survival_Months <= 55.00:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Survival_Months > 55.00
                          if BMI <= 24.85:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 24.85
                            if Lymph_Nodes_Positive <= 12.50:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 12.50
                              if Tumor_Size_cm <= 6.44:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 6.44
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Age > 66.00
                      if Tumor_Size_cm <= 3.02:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 3.02
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                else:  # if Age > 80.50
                  if Survival_Months <= 94.50:
                    if Tumor_Size_cm <= 2.52:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 2.52
                      if Age <= 88.50:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Age > 88.50
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Survival_Months > 94.50
                    if BMI <= 25.10:
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                    else:  # if BMI > 25.10
                      if Tumor_Size_cm <= 6.11:
                        if Lymph_Nodes_Positive <= 3.00:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Lymph_Nodes_Positive > 3.00
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 6.11
                        predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if Tumor_Size_cm > 7.18
                if Lymph_Nodes_Examined <= 3.50:
                  if Survival_Months <= 67.50:
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Survival_Months > 67.50
                    predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Lymph_Nodes_Examined > 3.50
                  if Lymph_Nodes_Positive <= 14.00:
                    if Survival_Months <= 80.50:
                      if Lymph_Nodes_Examined <= 15.00:
                        if Survival_Months <= 76.00:
                          if Lymph_Nodes_Examined <= 9.50:
                            if BMI <= 25.05:
                              if Lymph_Nodes_Examined <= 6.00:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Examined > 6.00
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if BMI > 25.05
                              if Lymph_Nodes_Positive <= 2.00:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 2.00
                                if Lymph_Nodes_Positive <= 4.00:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 4.00
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 9.50
                            if Tumor_Size_cm <= 8.73:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 8.73
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Survival_Months > 76.00
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 15.00
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Survival_Months > 80.50
                      if Age <= 34.50:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Age > 34.50
                        if Tumor_Size_cm <= 8.65:
                          if Lymph_Nodes_Examined <= 12.00:
                            if BMI <= 24.90:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 24.90
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 12.00
                            if Survival_Months <= 93.00:
                              if Tumor_Size_cm <= 7.55:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 7.55
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 93.00
                              if Survival_Months <= 110.50:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Survival_Months > 110.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Tumor_Size_cm > 8.65
                          if BMI <= 24.45:
                            if BMI <= 24.10:
                              if Survival_Months <= 97.50:
                                if Age <= 43.00:
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                else:  # if Age > 43.00
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 97.50
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 24.10
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 24.45
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                  else:  # if Lymph_Nodes_Positive > 14.00
                    if Lymph_Nodes_Positive <= 17.50:
                      if Age <= 34.00:
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Age > 34.00
                        if BMI <= 25.65:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if BMI > 25.65
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Lymph_Nodes_Positive > 17.50
                      predict class counts: [0. 0. 0. 0. 1. 0.]
        else:  # if BMI > 25.75
          if Tumor_Size_cm <= 9.12:
            if Survival_Months <= 63.50:
              if BMI <= 26.05:
                predict class counts: [0. 0. 1. 0. 0. 0.]
              else:  # if BMI > 26.05
                if Lymph_Nodes_Examined <= 15.50:
                  if Tumor_Size_cm <= 8.16:
                    if Tumor_Size_cm <= 6.89:
                      if Lymph_Nodes_Examined <= 4.50:
                        if Lymph_Nodes_Examined <= 2.50:
                          if BMI <= 28.90:
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if BMI > 28.90
                            if Survival_Months <= 53.50:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 53.50
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 2.50
                          if BMI <= 29.75:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 29.75
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 4.50
                        if Survival_Months <= 62.50:
                          if Survival_Months <= 59.00:
                            if Tumor_Size_cm <= 4.50:
                              if Tumor_Size_cm <= 3.27:
                                if Age <= 39.00:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 39.00
                                  if BMI <= 29.75:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if BMI > 29.75
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 3.27
                                if Lymph_Nodes_Positive <= 3.00:
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Positive > 3.00
                                  if Age <= 27.00:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Age > 27.00
                                    if Tumor_Size_cm <= 3.67:
                                      if Age <= 30.50:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Age > 30.50
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Tumor_Size_cm > 3.67
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 4.50
                              if BMI <= 30.35:
                                if Lymph_Nodes_Positive <= 5.50:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Lymph_Nodes_Positive > 5.50
                                  if Lymph_Nodes_Examined <= 6.50:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Lymph_Nodes_Examined > 6.50
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if BMI > 30.35
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Survival_Months > 59.00
                            if Tumor_Size_cm <= 6.31:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 6.31
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Survival_Months > 62.50
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 6.89
                      if Survival_Months <= 55.00:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 55.00
                        if BMI <= 26.40:
                          if Survival_Months <= 60.00:
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Survival_Months > 60.00
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if BMI > 26.40
                          if Age <= 56.00:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Age > 56.00
                            if BMI <= 30.50:
                              if Lymph_Nodes_Examined <= 4.00:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Examined > 4.00
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if BMI > 30.50
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 8.16
                    if Tumor_Size_cm <= 8.92:
                      if Lymph_Nodes_Examined <= 9.00:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 9.00
                        if Tumor_Size_cm <= 8.48:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Tumor_Size_cm > 8.48
                          if Age <= 55.50:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Age > 55.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Tumor_Size_cm > 8.92
                      if Survival_Months <= 53.00:
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Survival_Months > 53.00
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Lymph_Nodes_Examined > 15.50
                  if Tumor_Size_cm <= 5.31:
                    if Survival_Months <= 61.50:
                      if Survival_Months <= 59.50:
                        if Survival_Months <= 52.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Survival_Months > 52.50
                          if BMI <= 26.65:
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if BMI > 26.65
                            if BMI <= 27.65:
                              if Age <= 58.00:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Age > 58.00
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 27.65
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Survival_Months > 59.50
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Survival_Months > 61.50
                      predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Tumor_Size_cm > 5.31
                    if Age <= 54.50:
                      if Age <= 47.50:
                        if Lymph_Nodes_Positive <= 3.00:
                          predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Lymph_Nodes_Positive > 3.00
                          if Survival_Months <= 59.00:
                            predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Survival_Months > 59.00
                            if BMI <= 29.10:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if BMI > 29.10
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Age > 47.50
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Age > 54.50
                      predict class counts: [0. 1. 0. 0. 0. 0.]
            else:  # if Survival_Months > 63.50
              if Tumor_Size_cm <= 1.69:
                if Survival_Months <= 112.00:
                  predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Survival_Months > 112.00
                  predict class counts: [0. 0. 0. 1. 0. 0.]
              else:  # if Tumor_Size_cm > 1.69
                if Tumor_Size_cm <= 3.42:
                  if Tumor_Size_cm <= 2.43:
                    if Tumor_Size_cm <= 2.30:
                      if Tumor_Size_cm <= 1.84:
                        if Survival_Months <= 97.50:
                          if Age <= 72.50:
                            if Tumor_Size_cm <= 1.76:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Tumor_Size_cm > 1.76
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                          else:  # if Age > 72.50
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                        else:  # if Survival_Months > 97.50
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 1.84
                        if Lymph_Nodes_Examined <= 17.00:
                          if Tumor_Size_cm <= 2.03:
                            if Lymph_Nodes_Positive <= 3.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 3.50
                              if Lymph_Nodes_Positive <= 4.50:
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 4.50
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Tumor_Size_cm > 2.03
                            if Tumor_Size_cm <= 2.25:
                              if Tumor_Size_cm <= 2.16:
                                if Tumor_Size_cm <= 2.05:
                                  if Age <= 33.00:
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Age > 33.00
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Tumor_Size_cm > 2.05
                                  if BMI <= 32.85:
                                    if Tumor_Size_cm <= 2.07:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Tumor_Size_cm > 2.07
                                      if Age <= 71.50:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Age > 71.50
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if BMI > 32.85
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 2.16
                                if Lymph_Nodes_Examined <= 5.00:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Lymph_Nodes_Examined > 5.00
                                  if Survival_Months <= 71.00:
                                    if Age <= 56.50:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Age > 56.50
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 71.00
                                    if BMI <= 28.90:
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if BMI > 28.90
                                      if Age <= 78.00:
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                      else:  # if Age > 78.00
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Tumor_Size_cm > 2.25
                              if BMI <= 30.65:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 30.65
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 17.00
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                    else:  # if Tumor_Size_cm > 2.30
                      if Lymph_Nodes_Examined <= 5.00:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 5.00
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Tumor_Size_cm > 2.43
                    if Survival_Months <= 90.50:
                      if Tumor_Size_cm <= 3.37:
                        if Age <= 48.00:
                          if Survival_Months <= 74.50:
                            if Age <= 41.50:
                              if Lymph_Nodes_Positive <= 2.50:
                                if Survival_Months <= 72.50:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Survival_Months > 72.50
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Lymph_Nodes_Positive > 2.50
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Age > 41.50
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Survival_Months > 74.50
                            if Survival_Months <= 86.00:
                              if Tumor_Size_cm <= 3.06:
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Tumor_Size_cm > 3.06
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Survival_Months > 86.00
                              if Survival_Months <= 88.50:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Survival_Months > 88.50
                                predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Age > 48.00
                          if Survival_Months <= 84.00:
                            if Lymph_Nodes_Examined <= 8.50:
                              if Survival_Months <= 82.00:
                                if Lymph_Nodes_Examined <= 6.50:
                                  if Survival_Months <= 71.00:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if Survival_Months > 71.00
                                    if BMI <= 28.45:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if BMI > 28.45
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Examined > 6.50
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 82.00
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Lymph_Nodes_Examined > 8.50
                              if Age <= 71.50:
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Age > 71.50
                                if BMI <= 26.70:
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if BMI > 26.70
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Survival_Months > 84.00
                            predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if Tumor_Size_cm > 3.37
                        if Lymph_Nodes_Examined <= 5.50:
                          predict class counts: [0. 0. 0. 0. 0. 1.]
                        else:  # if Lymph_Nodes_Examined > 5.50
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Survival_Months > 90.50
                      if Lymph_Nodes_Examined <= 13.50:
                        if Survival_Months <= 95.50:
                          if Survival_Months <= 92.00:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Survival_Months > 92.00
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Survival_Months > 95.50
                          if Lymph_Nodes_Examined <= 8.50:
                            if Survival_Months <= 114.50:
                              if Lymph_Nodes_Positive <= 0.50:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Positive > 0.50
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Survival_Months > 114.50
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if Lymph_Nodes_Examined > 8.50
                            if Age <= 27.00:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Age > 27.00
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                      else:  # if Lymph_Nodes_Examined > 13.50
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 3.42
                  if Tumor_Size_cm <= 3.88:
                    if Age <= 28.50:
                      if BMI <= 27.80:
                        if Tumor_Size_cm <= 3.65:
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 3.65
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 27.80
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                    else:  # if Age > 28.50
                      if Tumor_Size_cm <= 3.72:
                        if Age <= 59.00:
                          if Age <= 32.50:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Age > 32.50
                            if Survival_Months <= 72.00:
                              if BMI <= 30.60:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 30.60
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Survival_Months > 72.00
                              if BMI <= 27.45:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 27.45
                                predict class counts: [0. 1. 0. 0. 0. 0.]
                        else:  # if Age > 59.00
                          if Lymph_Nodes_Examined <= 17.50:
                            if Tumor_Size_cm <= 3.67:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 3.67
                              if BMI <= 27.85:
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                              else:  # if BMI > 27.85
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 17.50
                            predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Tumor_Size_cm > 3.72
                        if BMI <= 26.55:
                          predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if BMI > 26.55
                          predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Tumor_Size_cm > 3.88
                    if Tumor_Size_cm <= 4.15:
                      if Tumor_Size_cm <= 4.02:
                        if Tumor_Size_cm <= 3.89:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Tumor_Size_cm > 3.89
                          if Tumor_Size_cm <= 3.98:
                            if Tumor_Size_cm <= 3.91:
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if Tumor_Size_cm > 3.91
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                          else:  # if Tumor_Size_cm > 3.98
                            predict class counts: [0. 0. 1. 0. 0. 0.]
                      else:  # if Tumor_Size_cm > 4.02
                        if Lymph_Nodes_Examined <= 8.00:
                          if Age <= 50.50:
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                          else:  # if Age > 50.50
                            if Lymph_Nodes_Examined <= 2.50:
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 2.50
                              if BMI <= 29.45:
                                predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if BMI > 29.45
                                predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Lymph_Nodes_Examined > 8.00
                          predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Tumor_Size_cm > 4.15
                      if Tumor_Size_cm <= 4.43:
                        if Tumor_Size_cm <= 4.34:
                          if Lymph_Nodes_Examined <= 10.00:
                            if Lymph_Nodes_Examined <= 2.00:
                              predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Examined > 2.00
                              predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Lymph_Nodes_Examined > 10.00
                            if BMI <= 29.30:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if BMI > 29.30
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                        else:  # if Tumor_Size_cm > 4.34
                          if BMI <= 27.45:
                            if Lymph_Nodes_Positive <= 7.50:
                              predict class counts: [1. 0. 0. 0. 0. 0.]
                            else:  # if Lymph_Nodes_Positive > 7.50
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                          else:  # if BMI > 27.45
                            if Lymph_Nodes_Examined <= 12.00:
                              predict class counts: [0. 0. 0. 0. 1. 0.]
                            else:  # if Lymph_Nodes_Examined > 12.00
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                      else:  # if Tumor_Size_cm > 4.43
                        if BMI <= 30.85:
                          if Lymph_Nodes_Positive <= 16.50:
                            if BMI <= 28.55:
                              if Survival_Months <= 116.50:
                                if Tumor_Size_cm <= 8.94:
                                  if Lymph_Nodes_Examined <= 0.50:
                                    if Survival_Months <= 95.00:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 95.00
                                      if Tumor_Size_cm <= 8.00:
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Tumor_Size_cm > 8.00
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Examined > 0.50
                                    if Lymph_Nodes_Positive <= 0.50:
                                      if Age <= 41.00:
                                        if Survival_Months <= 106.00:
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if Survival_Months > 106.00
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Age > 41.00
                                        if BMI <= 26.10:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if BMI > 26.10
                                          if BMI <= 27.95:
                                            if Age <= 59.00:
                                              if Tumor_Size_cm <= 5.77:
                                                predict class counts: [0. 1. 0. 0. 0. 0.]
                                              else:  # if Tumor_Size_cm > 5.77
                                                if Age <= 51.50:
                                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                                                else:  # if Age > 51.50
                                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                            else:  # if Age > 59.00
                                              if BMI <= 26.70:
                                                predict class counts: [0. 1. 0. 0. 0. 0.]
                                              else:  # if BMI > 26.70
                                                predict class counts: [0. 0. 1. 0. 0. 0.]
                                          else:  # if BMI > 27.95
                                            predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if Lymph_Nodes_Positive > 0.50
                                      if Survival_Months <= 115.50:
                                        if Age <= 33.00:
                                          if Tumor_Size_cm <= 6.27:
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                          else:  # if Tumor_Size_cm > 6.27
                                            if Tumor_Size_cm <= 7.49:
                                              if Lymph_Nodes_Positive <= 4.00:
                                                predict class counts: [1. 0. 0. 0. 0. 0.]
                                              else:  # if Lymph_Nodes_Positive > 4.00
                                                if Lymph_Nodes_Positive <= 8.00:
                                                  predict class counts: [0. 0. 0. 0. 0. 1.]
                                                else:  # if Lymph_Nodes_Positive > 8.00
                                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                            else:  # if Tumor_Size_cm > 7.49
                                              predict class counts: [0. 0. 1. 0. 0. 0.]
                                        else:  # if Age > 33.00
                                          if Tumor_Size_cm <= 6.31:
                                            if Lymph_Nodes_Examined <= 15.00:
                                              if BMI <= 26.20:
                                                predict class counts: [0. 0. 0. 0. 0. 1.]
                                              else:  # if BMI > 26.20
                                                if BMI <= 26.90:
                                                  if Survival_Months <= 69.50:
                                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                                  else:  # if Survival_Months > 69.50
                                                    if Lymph_Nodes_Positive <= 6.50:
                                                      if Lymph_Nodes_Examined <= 10.50:
                                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                                      else:  # if Lymph_Nodes_Examined > 10.50
                                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                                    else:  # if Lymph_Nodes_Positive > 6.50
                                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                                else:  # if BMI > 26.90
                                                  if Age <= 70.50:
                                                    if Lymph_Nodes_Positive <= 5.50:
                                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                                    else:  # if Lymph_Nodes_Positive > 5.50
                                                      if Age <= 41.50:
                                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                                      else:  # if Age > 41.50
                                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                                  else:  # if Age > 70.50
                                                    if Tumor_Size_cm <= 5.47:
                                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                                    else:  # if Tumor_Size_cm > 5.47
                                                      if Lymph_Nodes_Examined <= 11.00:
                                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                                      else:  # if Lymph_Nodes_Examined > 11.00
                                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Lymph_Nodes_Examined > 15.00
                                              if Survival_Months <= 83.50:
                                                predict class counts: [0. 0. 0. 0. 0. 1.]
                                              else:  # if Survival_Months > 83.50
                                                if Age <= 61.00:
                                                  if Age <= 47.00:
                                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                                  else:  # if Age > 47.00
                                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                                else:  # if Age > 61.00
                                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                                          else:  # if Tumor_Size_cm > 6.31
                                            if Tumor_Size_cm <= 7.99:
                                              if BMI <= 25.95:
                                                if Tumor_Size_cm <= 6.39:
                                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                                else:  # if Tumor_Size_cm > 6.39
                                                  if Lymph_Nodes_Examined <= 9.00:
                                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                                  else:  # if Lymph_Nodes_Examined > 9.00
                                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                              else:  # if BMI > 25.95
                                                if Survival_Months <= 76.00:
                                                  if Lymph_Nodes_Examined <= 15.50:
                                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                                  else:  # if Lymph_Nodes_Examined > 15.50
                                                    if Lymph_Nodes_Positive <= 9.50:
                                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                                    else:  # if Lymph_Nodes_Positive > 9.50
                                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                                else:  # if Survival_Months > 76.00
                                                  if Tumor_Size_cm <= 7.52:
                                                    if Tumor_Size_cm <= 7.42:
                                                      if BMI <= 28.40:
                                                        if Tumor_Size_cm <= 6.48:
                                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                                        else:  # if Tumor_Size_cm > 6.48
                                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                                      else:  # if BMI > 28.40
                                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                                    else:  # if Tumor_Size_cm > 7.42
                                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                                  else:  # if Tumor_Size_cm > 7.52
                                                    if Tumor_Size_cm <= 7.88:
                                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                                    else:  # if Tumor_Size_cm > 7.88
                                                      if Lymph_Nodes_Positive <= 5.00:
                                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                                      else:  # if Lymph_Nodes_Positive > 5.00
                                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Tumor_Size_cm > 7.99
                                              if Survival_Months <= 104.50:
                                                if Lymph_Nodes_Positive <= 5.50:
                                                  if BMI <= 27.85:
                                                    if Age <= 40.00:
                                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                                    else:  # if Age > 40.00
                                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                                                  else:  # if BMI > 27.85
                                                    if Survival_Months <= 76.00:
                                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                                    else:  # if Survival_Months > 76.00
                                                      if Survival_Months <= 80.00:
                                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                                      else:  # if Survival_Months > 80.00
                                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                                else:  # if Lymph_Nodes_Positive > 5.50
                                                  if Survival_Months <= 87.00:
                                                    if Tumor_Size_cm <= 8.65:
                                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                                    else:  # if Tumor_Size_cm > 8.65
                                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                                  else:  # if Survival_Months > 87.00
                                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                                              else:  # if Survival_Months > 104.50
                                                predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Survival_Months > 115.50
                                        if Tumor_Size_cm <= 8.13:
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Tumor_Size_cm > 8.13
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Tumor_Size_cm > 8.94
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                              else:  # if Survival_Months > 116.50
                                if Tumor_Size_cm <= 8.07:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 8.07
                                  predict class counts: [0. 0. 1. 0. 0. 0.]
                            else:  # if BMI > 28.55
                              if Lymph_Nodes_Examined <= 9.50:
                                if Tumor_Size_cm <= 7.38:
                                  if Age <= 28.50:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if Age > 28.50
                                    if Survival_Months <= 87.50:
                                      if Survival_Months <= 82.00:
                                        if BMI <= 29.65:
                                          predict class counts: [0. 0. 0. 0. 0. 1.]
                                        else:  # if BMI > 29.65
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Survival_Months > 82.00
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 87.50
                                      if Tumor_Size_cm <= 4.78:
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if Tumor_Size_cm > 4.78
                                        if Lymph_Nodes_Examined <= 3.50:
                                          if Tumor_Size_cm <= 5.35:
                                            predict class counts: [0. 0. 0. 0. 1. 0.]
                                          else:  # if Tumor_Size_cm > 5.35
                                            predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 3.50
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Tumor_Size_cm > 7.38
                                  if Survival_Months <= 67.00:
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Survival_Months > 67.00
                                    if Survival_Months <= 77.00:
                                      if BMI <= 29.05:
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                      else:  # if BMI > 29.05
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Survival_Months > 77.00
                                      predict class counts: [0. 1. 0. 0. 0. 0.]
                              else:  # if Lymph_Nodes_Examined > 9.50
                                if Lymph_Nodes_Positive <= 5.50:
                                  if Survival_Months <= 90.00:
                                    if Tumor_Size_cm <= 5.19:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if Tumor_Size_cm > 5.19
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                  else:  # if Survival_Months > 90.00
                                    if BMI <= 29.15:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if BMI > 29.15
                                      if Survival_Months <= 116.50:
                                        if Age <= 31.50:
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if Age > 31.50
                                          predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Survival_Months > 116.50
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                else:  # if Lymph_Nodes_Positive > 5.50
                                  if BMI <= 28.75:
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                  else:  # if BMI > 28.75
                                    if BMI <= 29.05:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if BMI > 29.05
                                      if BMI <= 29.90:
                                        if Lymph_Nodes_Examined <= 14.00:
                                          predict class counts: [0. 1. 0. 0. 0. 0.]
                                        else:  # if Lymph_Nodes_Examined > 14.00
                                          if Tumor_Size_cm <= 4.65:
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                          else:  # if Tumor_Size_cm > 4.65
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if BMI > 29.90
                                        if Tumor_Size_cm <= 6.95:
                                          predict class counts: [0. 0. 0. 1. 0. 0.]
                                        else:  # if Tumor_Size_cm > 6.95
                                          if Age <= 34.00:
                                            if Survival_Months <= 87.50:
                                              predict class counts: [0. 0. 0. 1. 0. 0.]
                                            else:  # if Survival_Months > 87.50
                                              predict class counts: [0. 1. 0. 0. 0. 0.]
                                          else:  # if Age > 34.00
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Lymph_Nodes_Positive > 16.50
                            predict class counts: [1. 0. 0. 0. 0. 0.]
                        else:  # if BMI > 30.85
                          if Tumor_Size_cm <= 8.55:
                            if Age <= 54.50:
                              if Age <= 26.50:
                                if Age <= 21.50:
                                  predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Age > 21.50
                                  if BMI <= 31.60:
                                    if Lymph_Nodes_Positive <= 5.50:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 5.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if BMI > 31.60
                                    if Lymph_Nodes_Positive <= 0.50:
                                      predict class counts: [1. 0. 0. 0. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 0.50
                                      if Lymph_Nodes_Positive <= 1.50:
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Lymph_Nodes_Positive > 1.50
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                              else:  # if Age > 26.50
                                if Age <= 43.00:
                                  if Survival_Months <= 87.00:
                                    if Tumor_Size_cm <= 6.15:
                                      if Survival_Months <= 81.00:
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Survival_Months > 81.00
                                        predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Tumor_Size_cm > 6.15
                                      if Survival_Months <= 76.50:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Survival_Months > 76.50
                                        predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Survival_Months > 87.00
                                    predict class counts: [0. 0. 0. 1. 0. 0.]
                                else:  # if Age > 43.00
                                  if Lymph_Nodes_Positive <= 11.00:
                                    if Lymph_Nodes_Examined <= 3.00:
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                    else:  # if Lymph_Nodes_Examined > 3.00
                                      if Lymph_Nodes_Examined <= 6.00:
                                        predict class counts: [0. 0. 0. 1. 0. 0.]
                                      else:  # if Lymph_Nodes_Examined > 6.00
                                        if Tumor_Size_cm <= 4.94:
                                          if Survival_Months <= 102.00:
                                            predict class counts: [0. 0. 0. 1. 0. 0.]
                                          else:  # if Survival_Months > 102.00
                                            predict class counts: [1. 0. 0. 0. 0. 0.]
                                        else:  # if Tumor_Size_cm > 4.94
                                          predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 11.00
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                            else:  # if Age > 54.50
                              if Tumor_Size_cm <= 7.77:
                                if Tumor_Size_cm <= 6.19:
                                  if Tumor_Size_cm <= 5.78:
                                    if BMI <= 33.15:
                                      if Lymph_Nodes_Examined <= 4.50:
                                        predict class counts: [0. 0. 0. 0. 0. 1.]
                                      else:  # if Lymph_Nodes_Examined > 4.50
                                        predict class counts: [0. 1. 0. 0. 0. 0.]
                                    else:  # if BMI > 33.15
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                  else:  # if Tumor_Size_cm > 5.78
                                    predict class counts: [0. 1. 0. 0. 0. 0.]
                                else:  # if Tumor_Size_cm > 6.19
                                  if Survival_Months <= 94.00:
                                    if BMI <= 31.85:
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                                    else:  # if BMI > 31.85
                                      if Survival_Months <= 78.00:
                                        if BMI <= 34.00:
                                          predict class counts: [0. 0. 0. 0. 1. 0.]
                                        else:  # if BMI > 34.00
                                          if BMI <= 34.25:
                                            predict class counts: [0. 0. 0. 0. 0. 1.]
                                          else:  # if BMI > 34.25
                                            predict class counts: [0. 0. 1. 0. 0. 0.]
                                      else:  # if Survival_Months > 78.00
                                        predict class counts: [1. 0. 0. 0. 0. 0.]
                                  else:  # if Survival_Months > 94.00
                                    predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Tumor_Size_cm > 7.77
                                if Age <= 68.50:
                                  if BMI <= 37.50:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if BMI > 37.50
                                    predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if Age > 68.50
                                  predict class counts: [0. 0. 0. 1. 0. 0.]
                          else:  # if Tumor_Size_cm > 8.55
                            predict class counts: [0. 0. 0. 0. 1. 0.]
          else:  # if Tumor_Size_cm > 9.12
            if Lymph_Nodes_Examined <= 5.50:
              if Tumor_Size_cm <= 9.46:
                if Tumor_Size_cm <= 9.14:
                  predict class counts: [0. 0. 1. 0. 0. 0.]
                else:  # if Tumor_Size_cm > 9.14
                  predict class counts: [0. 0. 0. 0. 0. 1.]
              else:  # if Tumor_Size_cm > 9.46
                predict class counts: [0. 0. 1. 0. 0. 0.]
            else:  # if Lymph_Nodes_Examined > 5.50
              if Lymph_Nodes_Examined <= 16.50:
                if Age <= 78.50:
                  if Survival_Months <= 111.50:
                    if Age <= 77.50:
                      if Survival_Months <= 52.50:
                        predict class counts: [0. 1. 0. 0. 0. 0.]
                      else:  # if Survival_Months > 52.50
                        if Survival_Months <= 57.50:
                          predict class counts: [0. 0. 0. 0. 1. 0.]
                        else:  # if Survival_Months > 57.50
                          if Survival_Months <= 70.00:
                            if Lymph_Nodes_Examined <= 12.50:
                              predict class counts: [0. 0. 0. 0. 0. 1.]
                            else:  # if Lymph_Nodes_Examined > 12.50
                              predict class counts: [0. 0. 1. 0. 0. 0.]
                          else:  # if Survival_Months > 70.00
                            if Tumor_Size_cm <= 9.32:
                              if Survival_Months <= 106.50:
                                if BMI <= 33.60:
                                  predict class counts: [1. 0. 0. 0. 0. 0.]
                                else:  # if BMI > 33.60
                                  predict class counts: [0. 0. 0. 0. 1. 0.]
                              else:  # if Survival_Months > 106.50
                                predict class counts: [0. 0. 0. 1. 0. 0.]
                            else:  # if Tumor_Size_cm > 9.32
                              if Lymph_Nodes_Positive <= 9.00:
                                if Lymph_Nodes_Examined <= 13.00:
                                  if Tumor_Size_cm <= 9.37:
                                    predict class counts: [0. 0. 0. 0. 0. 1.]
                                  else:  # if Tumor_Size_cm > 9.37
                                    if Age <= 49.00:
                                      predict class counts: [0. 0. 1. 0. 0. 0.]
                                    else:  # if Age > 49.00
                                      predict class counts: [0. 0. 0. 0. 1. 0.]
                                else:  # if Lymph_Nodes_Examined > 13.00
                                  if Lymph_Nodes_Positive <= 1.50:
                                    predict class counts: [0. 0. 1. 0. 0. 0.]
                                  else:  # if Lymph_Nodes_Positive > 1.50
                                    if Lymph_Nodes_Positive <= 4.50:
                                      predict class counts: [0. 0. 0. 1. 0. 0.]
                                    else:  # if Lymph_Nodes_Positive > 4.50
                                      predict class counts: [0. 0. 0. 0. 0. 1.]
                              else:  # if Lymph_Nodes_Positive > 9.00
                                predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Age > 77.50
                      predict class counts: [0. 1. 0. 0. 0. 0.]
                  else:  # if Survival_Months > 111.50
                    if Survival_Months <= 115.00:
                      predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if Survival_Months > 115.00
                      if BMI <= 30.70:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if BMI > 30.70
                        predict class counts: [0. 0. 0. 0. 1. 0.]
                else:  # if Age > 78.50
                  if Tumor_Size_cm <= 9.61:
                    if BMI <= 31.15:
                      if Lymph_Nodes_Examined <= 9.00:
                        predict class counts: [1. 0. 0. 0. 0. 0.]
                      else:  # if Lymph_Nodes_Examined > 9.00
                        predict class counts: [0. 0. 1. 0. 0. 0.]
                    else:  # if BMI > 31.15
                      predict class counts: [0. 0. 0. 0. 0. 1.]
                  else:  # if Tumor_Size_cm > 9.61
                    if Age <= 85.50:
                      predict class counts: [1. 0. 0. 0. 0. 0.]
                    else:  # if Age > 85.50
                      if BMI <= 29.30:
                        predict class counts: [0. 0. 0. 1. 0. 0.]
                      else:  # if BMI > 29.30
                        predict class counts: [1. 0. 0. 0. 0. 0.]
              else:  # if Lymph_Nodes_Examined > 16.50
                if Survival_Months <= 80.50:
                  predict class counts: [0. 1. 0. 0. 0. 0.]
                else:  # if Survival_Months > 80.50
                  if Lymph_Nodes_Examined <= 18.00:
                    predict class counts: [0. 0. 0. 1. 0. 0.]
                  else:  # if Lymph_Nodes_Examined > 18.00
                    predict class counts: [1. 0. 0. 0. 0. 0.]
In [5]:
from sklearn.tree import _tree

def extract_rules_list(model, feature_names, class_names):
    tree = model.tree_

    feature_name = [
        feature_names[i] if i != _tree.TREE_UNDEFINED else "undefined!"
        for i in tree.feature
    ]

    rules = []

    def recurse(node, conditions):
        if tree.feature[node] != _tree.TREE_UNDEFINED:
            name = feature_name[node]
            threshold = tree.threshold[node]

            recurse(tree.children_left[node], conditions + [f"{name} <= {threshold:.2f}"])
            recurse(tree.children_right[node], conditions + [f"{name} > {threshold:.2f}"])
        else:
            class_id = tree.value[node][0].argmax()
            class_label = class_names[class_id]
            rule = "IF " + " AND ".join(conditions) + f" THEN class = {class_label}"
            rules.append(rule)

    recurse(0, [])
    return rules
# After fitting your tree
rules_list = extract_rules_list(clf, list(X.columns), clf.classes_)

# Print all rules at once, numbered
for i, rule in enumerate(rules_list):
    print(f"Rule {i+1}: {rule}")
Rule 1: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months <= 28.00 THEN class = Lung
Rule 2: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 28.00 AND Lymph_Nodes_Positive <= 0.50 AND Survival_Months <= 83.50 AND Survival_Months <= 42.50 THEN class = Skin
Rule 3: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 28.00 AND Lymph_Nodes_Positive <= 0.50 AND Survival_Months <= 83.50 AND Survival_Months > 42.50 THEN class = Leukemia
Rule 4: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 28.00 AND Lymph_Nodes_Positive <= 0.50 AND Survival_Months > 83.50 AND Tumor_Size_cm <= 2.31 THEN class = Breast
Rule 5: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 28.00 AND Lymph_Nodes_Positive <= 0.50 AND Survival_Months > 83.50 AND Tumor_Size_cm > 2.31 THEN class = Colon
Rule 6: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 28.00 AND Lymph_Nodes_Positive > 0.50 THEN class = Colon
Rule 7: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND BMI <= 20.85 AND Tumor_Size_cm <= 3.40 THEN class = Prostate
Rule 8: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND BMI <= 20.85 AND Tumor_Size_cm > 3.40 THEN class = Breast
Rule 9: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND BMI > 20.85 THEN class = Skin
Rule 10: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months <= 12.50 AND Tumor_Size_cm <= 4.59 AND Age <= 18.50 THEN class = Leukemia
Rule 11: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months <= 12.50 AND Tumor_Size_cm <= 4.59 AND Age > 18.50 THEN class = Prostate
Rule 12: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months <= 12.50 AND Tumor_Size_cm > 4.59 THEN class = Lung
Rule 13: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI <= 21.95 AND Age <= 18.50 THEN class = Breast
Rule 14: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI <= 21.95 AND Age > 18.50 THEN class = Leukemia
Rule 15: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI <= 24.90 THEN class = Leukemia
Rule 16: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI > 24.90 AND Survival_Months <= 117.00 AND Tumor_Size_cm <= 4.42 THEN class = Leukemia
Rule 17: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI > 24.90 AND Survival_Months <= 117.00 AND Tumor_Size_cm > 4.42 AND Lymph_Nodes_Examined <= 9.50 THEN class = Leukemia
Rule 18: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI > 24.90 AND Survival_Months <= 117.00 AND Tumor_Size_cm > 4.42 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 26.45 THEN class = Colon
Rule 19: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI > 24.90 AND Survival_Months <= 117.00 AND Tumor_Size_cm > 4.42 AND Lymph_Nodes_Examined > 9.50 AND BMI > 26.45 THEN class = Skin
Rule 20: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined <= 18.50 AND Survival_Months > 12.50 AND BMI > 21.95 AND BMI > 24.90 AND Survival_Months > 117.00 THEN class = Lung
Rule 21: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined > 18.50 AND Tumor_Size_cm <= 1.71 THEN class = Colon
Rule 22: IF Age <= 19.50 AND Tumor_Size_cm <= 7.43 AND Lymph_Nodes_Examined > 7.00 AND Lymph_Nodes_Examined > 18.50 AND Tumor_Size_cm > 1.71 THEN class = Prostate
Rule 23: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Positive <= 4.00 AND BMI <= 20.20 THEN class = Breast
Rule 24: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Positive <= 4.00 AND BMI > 20.20 AND Age <= 18.50 AND Lymph_Nodes_Examined <= 3.00 THEN class = Leukemia
Rule 25: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Positive <= 4.00 AND BMI > 20.20 AND Age <= 18.50 AND Lymph_Nodes_Examined > 3.00 THEN class = Prostate
Rule 26: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Positive <= 4.00 AND BMI > 20.20 AND Age > 18.50 THEN class = Lung
Rule 27: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Positive > 4.00 THEN class = Breast
Rule 28: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive > 9.50 AND Tumor_Size_cm <= 7.96 THEN class = Lung
Rule 29: IF Age <= 19.50 AND Tumor_Size_cm > 7.43 AND Lymph_Nodes_Positive > 9.50 AND Tumor_Size_cm > 7.96 THEN class = Colon
Rule 30: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm <= 4.32 AND Age <= 75.00 AND Lymph_Nodes_Examined <= 8.50 THEN class = Skin
Rule 31: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm <= 4.32 AND Age <= 75.00 AND Lymph_Nodes_Examined > 8.50 THEN class = Prostate
Rule 32: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm <= 4.32 AND Age > 75.00 AND Lymph_Nodes_Positive <= 4.00 THEN class = Prostate
Rule 33: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm <= 4.32 AND Age > 75.00 AND Lymph_Nodes_Positive > 4.00 THEN class = Skin
Rule 34: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm > 4.32 AND BMI <= 20.85 THEN class = Leukemia
Rule 35: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months <= 3.50 AND Tumor_Size_cm > 4.32 AND BMI > 20.85 THEN class = Colon
Rule 36: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI <= 20.40 AND Tumor_Size_cm <= 1.05 AND Tumor_Size_cm <= 0.90 AND BMI <= 18.65 THEN class = Breast
Rule 37: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI <= 20.40 AND Tumor_Size_cm <= 1.05 AND Tumor_Size_cm <= 0.90 AND BMI > 18.65 THEN class = Skin
Rule 38: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI <= 20.40 AND Tumor_Size_cm <= 1.05 AND Tumor_Size_cm > 0.90 AND BMI <= 14.70 THEN class = Leukemia
Rule 39: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI <= 20.40 AND Tumor_Size_cm <= 1.05 AND Tumor_Size_cm > 0.90 AND BMI > 14.70 THEN class = Colon
Rule 40: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI <= 20.40 AND Tumor_Size_cm > 1.05 THEN class = Breast
Rule 41: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive <= 0.50 AND Age <= 76.00 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 1.31 THEN class = Lung
Rule 42: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive <= 0.50 AND Age <= 76.00 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm > 1.31 THEN class = Leukemia
Rule 43: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive <= 0.50 AND Age <= 76.00 AND Lymph_Nodes_Examined > 2.50 THEN class = Leukemia
Rule 44: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive <= 0.50 AND Age > 76.00 AND Age <= 79.50 THEN class = Colon
Rule 45: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive <= 0.50 AND Age > 76.00 AND Age > 79.50 THEN class = Prostate
Rule 46: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm <= 0.80 AND Survival_Months <= 26.50 THEN class = Lung
Rule 47: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm <= 0.80 AND Survival_Months > 26.50 AND BMI <= 24.35 THEN class = Colon
Rule 48: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm <= 0.80 AND Survival_Months > 26.50 AND BMI > 24.35 THEN class = Skin
Rule 49: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm > 0.80 AND Tumor_Size_cm <= 0.84 THEN class = Breast
Rule 50: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm > 0.80 AND Tumor_Size_cm > 0.84 AND Tumor_Size_cm <= 1.23 THEN class = Colon
Rule 51: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm > 0.80 AND Tumor_Size_cm > 0.84 AND Tumor_Size_cm > 1.23 AND Age <= 51.00 THEN class = Colon
Rule 52: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm > 0.80 AND Tumor_Size_cm > 0.84 AND Tumor_Size_cm > 1.23 AND Age > 51.00 AND Age <= 72.00 THEN class = Leukemia
Rule 53: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm <= 1.38 AND BMI > 20.40 AND Lymph_Nodes_Positive > 0.50 AND Tumor_Size_cm > 0.80 AND Tumor_Size_cm > 0.84 AND Tumor_Size_cm > 1.23 AND Age > 51.00 AND Age > 72.00 THEN class = Breast
Rule 54: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm > 1.38 AND BMI <= 21.20 AND Lymph_Nodes_Examined <= 2.50 THEN class = Leukemia
Rule 55: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm > 1.38 AND BMI <= 21.20 AND Lymph_Nodes_Examined > 2.50 THEN class = Colon
Rule 56: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm > 1.38 AND BMI > 21.20 AND Survival_Months <= 13.00 THEN class = Skin
Rule 57: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI <= 30.25 AND Tumor_Size_cm > 1.38 AND BMI > 21.20 AND Survival_Months > 13.00 THEN class = Prostate
Rule 58: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI > 30.25 AND Age <= 35.50 AND Tumor_Size_cm <= 1.31 THEN class = Prostate
Rule 59: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI > 30.25 AND Age <= 35.50 AND Tumor_Size_cm > 1.31 THEN class = Lung
Rule 60: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI > 30.25 AND Age > 35.50 AND Lymph_Nodes_Examined <= 1.00 AND Tumor_Size_cm <= 1.44 THEN class = Prostate
Rule 61: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI > 30.25 AND Age > 35.50 AND Lymph_Nodes_Examined <= 1.00 AND Tumor_Size_cm > 1.44 THEN class = Skin
Rule 62: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm <= 1.63 AND BMI > 30.25 AND Age > 35.50 AND Lymph_Nodes_Examined > 1.00 THEN class = Skin
Rule 63: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months <= 18.50 AND BMI <= 22.25 THEN class = Colon
Rule 64: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months <= 18.50 AND BMI > 22.25 AND Lymph_Nodes_Positive <= 0.50 THEN class = Breast
Rule 65: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months <= 18.50 AND BMI > 22.25 AND Lymph_Nodes_Positive > 0.50 THEN class = Lung
Rule 66: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months > 18.50 AND Age <= 64.50 THEN class = Skin
Rule 67: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months > 18.50 AND Age > 64.50 AND Survival_Months <= 36.00 THEN class = Lung
Rule 68: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months > 18.50 AND Age > 64.50 AND Survival_Months > 36.00 AND BMI <= 20.70 THEN class = Lung
Rule 69: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI <= 25.85 AND Survival_Months > 18.50 AND Age > 64.50 AND Survival_Months > 36.00 AND BMI > 20.70 THEN class = Skin
Rule 70: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI > 25.85 AND Survival_Months <= 33.00 THEN class = Breast
Rule 71: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI > 25.85 AND Survival_Months > 33.00 AND Survival_Months <= 43.50 THEN class = Colon
Rule 72: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI > 25.85 AND Survival_Months > 33.00 AND Survival_Months > 43.50 AND BMI <= 28.05 THEN class = Prostate
Rule 73: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive <= 3.50 AND BMI > 25.85 AND Survival_Months > 33.00 AND Survival_Months > 43.50 AND BMI > 28.05 THEN class = Breast
Rule 74: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive > 3.50 AND BMI <= 28.65 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months <= 35.50 THEN class = Breast
Rule 75: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive > 3.50 AND BMI <= 28.65 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months > 35.50 THEN class = Lung
Rule 76: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive > 3.50 AND BMI <= 28.65 AND Lymph_Nodes_Examined > 4.50 THEN class = Lung
Rule 77: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm <= 2.36 AND Tumor_Size_cm > 1.63 AND Lymph_Nodes_Positive > 3.50 AND BMI > 28.65 THEN class = Skin
Rule 78: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm > 2.36 AND Survival_Months <= 18.50 AND Age <= 55.00 THEN class = Prostate
Rule 79: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm > 2.36 AND Survival_Months <= 18.50 AND Age > 55.00 THEN class = Skin
Rule 80: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm <= 2.44 AND Tumor_Size_cm > 2.36 AND Survival_Months > 18.50 THEN class = Breast
Rule 81: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined <= 0.50 THEN class = Colon
Rule 82: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 THEN class = Skin
Rule 83: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm <= 2.69 THEN class = Prostate
Rule 84: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months <= 11.50 AND Lymph_Nodes_Examined <= 3.50 THEN class = Breast
Rule 85: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months <= 11.50 AND Lymph_Nodes_Examined > 3.50 THEN class = Lung
Rule 86: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined <= 2.50 THEN class = Prostate
Rule 87: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 21.70 AND Age <= 49.50 AND Lymph_Nodes_Positive <= 2.50 THEN class = Leukemia
Rule 88: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 21.70 AND Age <= 49.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 3.50 THEN class = Breast
Rule 89: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 21.70 AND Age <= 49.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 3.50 THEN class = Skin
Rule 90: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 21.70 AND Age > 49.50 THEN class = Leukemia
Rule 91: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 21.95 AND Tumor_Size_cm > 2.69 AND Survival_Months > 11.50 AND Lymph_Nodes_Examined > 2.50 AND BMI > 21.70 THEN class = Breast
Rule 92: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm <= 3.12 THEN class = Lung
Rule 93: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm > 3.12 AND Survival_Months <= 11.50 AND Lymph_Nodes_Examined <= 2.50 THEN class = Skin
Rule 94: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm > 3.12 AND Survival_Months <= 11.50 AND Lymph_Nodes_Examined > 2.50 AND Lymph_Nodes_Examined <= 4.00 THEN class = Prostate
Rule 95: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm > 3.12 AND Survival_Months <= 11.50 AND Lymph_Nodes_Examined > 2.50 AND Lymph_Nodes_Examined > 4.00 THEN class = Lung
Rule 96: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm > 3.12 AND Survival_Months > 11.50 THEN class = Skin
Rule 97: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive > 2.50 AND BMI <= 23.70 THEN class = Leukemia
Rule 98: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months <= 22.50 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 21.95 AND Lymph_Nodes_Positive > 2.50 AND BMI > 23.70 THEN class = Prostate
Rule 99: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months > 22.50 AND Age <= 31.00 THEN class = Colon
Rule 100: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months > 22.50 AND Age > 31.00 AND Tumor_Size_cm <= 5.38 AND Lymph_Nodes_Positive <= 4.50 THEN class = Skin
Rule 101: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months > 22.50 AND Age > 31.00 AND Tumor_Size_cm <= 5.38 AND Lymph_Nodes_Positive > 4.50 AND Tumor_Size_cm <= 3.36 THEN class = Leukemia
Rule 102: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months > 22.50 AND Age > 31.00 AND Tumor_Size_cm <= 5.38 AND Lymph_Nodes_Positive > 4.50 AND Tumor_Size_cm > 3.36 THEN class = Skin
Rule 103: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months <= 31.50 AND Survival_Months > 22.50 AND Age > 31.00 AND Tumor_Size_cm > 5.38 THEN class = Prostate
Rule 104: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm <= 3.24 AND BMI <= 18.80 THEN class = Leukemia
Rule 105: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm <= 3.24 AND BMI > 18.80 THEN class = Prostate
Rule 106: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI <= 15.65 THEN class = Prostate
Rule 107: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age <= 55.50 THEN class = Colon
Rule 108: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Positive <= 0.50 THEN class = Leukemia
Rule 109: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Positive > 0.50 THEN class = Skin
Rule 110: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months <= 38.50 THEN class = Prostate
Rule 111: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months > 38.50 AND Tumor_Size_cm <= 3.98 AND BMI <= 21.15 AND Age <= 62.00 THEN class = Lung
Rule 112: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months > 38.50 AND Tumor_Size_cm <= 3.98 AND BMI <= 21.15 AND Age > 62.00 THEN class = Colon
Rule 113: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months > 38.50 AND Tumor_Size_cm <= 3.98 AND BMI > 21.15 THEN class = Lung
Rule 114: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm <= 4.12 AND Age > 55.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months > 38.50 AND Tumor_Size_cm > 3.98 THEN class = Prostate
Rule 115: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined <= 3.50 AND Age <= 57.00 THEN class = Lung
Rule 116: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined <= 3.50 AND Age > 57.00 AND Survival_Months <= 48.50 THEN class = Skin
Rule 117: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined <= 3.50 AND Age > 57.00 AND Survival_Months > 48.50 THEN class = Breast
Rule 118: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Examined <= 6.50 THEN class = Leukemia
Rule 119: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Examined > 6.50 AND Age <= 56.00 THEN class = Skin
Rule 120: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI <= 25.30 AND Survival_Months > 31.50 AND Tumor_Size_cm > 3.24 AND BMI > 15.65 AND Tumor_Size_cm > 4.12 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Examined > 6.50 AND Age > 56.00 THEN class = Colon
Rule 121: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI <= 26.55 AND Survival_Months <= 45.50 AND Age <= 43.50 THEN class = Prostate
Rule 122: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI <= 26.55 AND Survival_Months <= 45.50 AND Age > 43.50 THEN class = Breast
Rule 123: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI <= 26.55 AND Survival_Months > 45.50 AND Age <= 54.50 THEN class = Prostate
Rule 124: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI <= 26.55 AND Survival_Months > 45.50 AND Age > 54.50 THEN class = Leukemia
Rule 125: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm <= 5.32 AND Survival_Months <= 12.00 THEN class = Breast
Rule 126: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm <= 5.32 AND Survival_Months > 12.00 AND Tumor_Size_cm <= 3.35 AND Age <= 23.00 THEN class = Lung
Rule 127: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm <= 5.32 AND Survival_Months > 12.00 AND Tumor_Size_cm <= 3.35 AND Age > 23.00 THEN class = Prostate
Rule 128: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm <= 5.32 AND Survival_Months > 12.00 AND Tumor_Size_cm > 3.35 THEN class = Prostate
Rule 129: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm > 5.32 AND Survival_Months <= 19.00 THEN class = Colon
Rule 130: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age <= 26.50 AND Tumor_Size_cm > 5.32 AND Survival_Months > 19.00 THEN class = Leukemia
Rule 131: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm <= 3.00 THEN class = Leukemia
Rule 132: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age <= 37.50 AND Lymph_Nodes_Examined <= 1.50 THEN class = Prostate
Rule 133: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age <= 37.50 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months <= 34.50 THEN class = Lung
Rule 134: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age <= 37.50 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months > 34.50 THEN class = Colon
Rule 135: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm <= 3.43 THEN class = Colon
Rule 136: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI <= 26.85 THEN class = Colon
Rule 137: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI <= 28.15 THEN class = Prostate
Rule 138: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI > 28.15 AND Tumor_Size_cm <= 4.72 AND Lymph_Nodes_Examined <= 3.50 THEN class = Lung
Rule 139: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI > 28.15 AND Tumor_Size_cm <= 4.72 AND Lymph_Nodes_Examined > 3.50 THEN class = Colon
Rule 140: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI > 28.15 AND Tumor_Size_cm > 4.72 AND BMI <= 29.35 THEN class = Colon
Rule 141: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI > 28.15 AND Tumor_Size_cm > 4.72 AND BMI > 29.35 AND Tumor_Size_cm <= 4.79 THEN class = Prostate
Rule 142: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive <= 2.50 AND Age > 37.50 AND Tumor_Size_cm > 3.43 AND BMI > 26.85 AND BMI > 28.15 AND Tumor_Size_cm > 4.72 AND BMI > 29.35 AND Tumor_Size_cm > 4.79 THEN class = Skin
Rule 143: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND Tumor_Size_cm <= 3.24 THEN class = Skin
Rule 144: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND Tumor_Size_cm > 3.24 AND Tumor_Size_cm <= 5.02 THEN class = Colon
Rule 145: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined <= 7.00 AND Lymph_Nodes_Positive > 2.50 AND Tumor_Size_cm > 3.24 AND Tumor_Size_cm > 5.02 THEN class = Leukemia
Rule 146: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined > 7.00 AND Age <= 54.00 THEN class = Leukemia
Rule 147: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined > 7.00 AND Age > 54.00 AND Age <= 60.50 THEN class = Skin
Rule 148: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age <= 62.50 AND Age > 26.50 AND Tumor_Size_cm > 3.00 AND Lymph_Nodes_Examined > 7.00 AND Age > 54.00 AND Age > 60.50 THEN class = Lung
Rule 149: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age <= 80.00 AND BMI <= 26.70 THEN class = Leukemia
Rule 150: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age <= 80.00 AND BMI > 26.70 AND Tumor_Size_cm <= 2.79 THEN class = Colon
Rule 151: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age <= 80.00 AND BMI > 26.70 AND Tumor_Size_cm > 2.79 AND Lymph_Nodes_Examined <= 7.50 THEN class = Breast
Rule 152: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age <= 80.00 AND BMI > 26.70 AND Tumor_Size_cm > 2.79 AND Lymph_Nodes_Examined > 7.50 AND Tumor_Size_cm <= 4.10 THEN class = Prostate
Rule 153: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age <= 80.00 AND BMI > 26.70 AND Tumor_Size_cm > 2.79 AND Lymph_Nodes_Examined > 7.50 AND Tumor_Size_cm > 4.10 THEN class = Breast
Rule 154: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age > 80.00 AND Survival_Months <= 24.00 THEN class = Prostate
Rule 155: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age > 80.00 AND Survival_Months > 24.00 AND BMI <= 29.15 AND Survival_Months <= 35.00 THEN class = Lung
Rule 156: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age > 80.00 AND Survival_Months > 24.00 AND BMI <= 29.15 AND Survival_Months > 35.00 THEN class = Skin
Rule 157: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months <= 44.50 AND Age > 80.00 AND Survival_Months > 24.00 AND BMI > 29.15 THEN class = Colon
Rule 158: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI <= 31.40 AND Survival_Months > 44.50 THEN class = Leukemia
Rule 159: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI > 31.40 AND Tumor_Size_cm <= 4.17 AND Tumor_Size_cm <= 2.65 THEN class = Skin
Rule 160: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI > 31.40 AND Tumor_Size_cm <= 4.17 AND Tumor_Size_cm > 2.65 THEN class = Prostate
Rule 161: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm <= 5.59 AND Tumor_Size_cm > 2.44 AND BMI > 25.30 AND BMI > 26.55 AND Age > 62.50 AND BMI > 31.40 AND Tumor_Size_cm > 4.17 THEN class = Skin
Rule 162: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI <= 23.45 AND Age <= 70.00 THEN class = Colon
Rule 163: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI <= 23.45 AND Age > 70.00 THEN class = Prostate
Rule 164: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI > 23.45 AND Lymph_Nodes_Examined <= 3.50 THEN class = Lung
Rule 165: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI > 23.45 AND Lymph_Nodes_Examined > 3.50 AND Age <= 74.50 AND Age <= 52.00 THEN class = Lung
Rule 166: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI > 23.45 AND Lymph_Nodes_Examined > 3.50 AND Age <= 74.50 AND Age > 52.00 THEN class = Prostate
Rule 167: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI > 23.45 AND Lymph_Nodes_Examined > 3.50 AND Age > 74.50 AND BMI <= 28.05 THEN class = Colon
Rule 168: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive <= 7.50 AND Tumor_Size_cm > 5.59 AND BMI > 23.45 AND Lymph_Nodes_Examined > 3.50 AND Age > 74.50 AND BMI > 28.05 THEN class = Breast
Rule 169: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive > 7.50 AND Age <= 45.00 AND Survival_Months <= 28.50 THEN class = Leukemia
Rule 170: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive > 7.50 AND Age <= 45.00 AND Survival_Months > 28.50 AND Age <= 34.50 THEN class = Colon
Rule 171: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive > 7.50 AND Age <= 45.00 AND Survival_Months > 28.50 AND Age > 34.50 THEN class = Skin
Rule 172: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive > 7.50 AND Age > 45.00 AND BMI <= 30.80 THEN class = Lung
Rule 173: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm <= 6.12 AND Survival_Months > 3.50 AND Lymph_Nodes_Positive > 7.50 AND Age > 45.00 AND BMI > 30.80 THEN class = Skin
Rule 174: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined <= 5.50 AND Lymph_Nodes_Examined <= 0.50 THEN class = Skin
Rule 175: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined <= 5.50 AND Lymph_Nodes_Examined > 0.50 AND Age <= 37.50 AND BMI <= 24.80 THEN class = Colon
Rule 176: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined <= 5.50 AND Lymph_Nodes_Examined > 0.50 AND Age <= 37.50 AND BMI > 24.80 THEN class = Leukemia
Rule 177: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined <= 5.50 AND Lymph_Nodes_Examined > 0.50 AND Age > 37.50 THEN class = Leukemia
Rule 178: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined > 5.50 AND BMI <= 21.95 AND Age <= 31.00 THEN class = Colon
Rule 179: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined > 5.50 AND BMI <= 21.95 AND Age > 31.00 AND Lymph_Nodes_Positive <= 2.50 THEN class = Leukemia
Rule 180: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined > 5.50 AND BMI <= 21.95 AND Age > 31.00 AND Lymph_Nodes_Positive > 2.50 THEN class = Skin
Rule 181: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm <= 6.44 AND Lymph_Nodes_Examined > 5.50 AND BMI > 21.95 THEN class = Prostate
Rule 182: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age <= 32.50 AND Tumor_Size_cm <= 6.69 THEN class = Breast
Rule 183: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age <= 32.50 AND Tumor_Size_cm > 6.69 THEN class = Colon
Rule 184: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI <= 23.15 AND Tumor_Size_cm <= 6.84 AND Survival_Months <= 10.00 THEN class = Colon
Rule 185: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI <= 23.15 AND Tumor_Size_cm <= 6.84 AND Survival_Months > 10.00 AND Age <= 55.50 THEN class = Skin
Rule 186: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI <= 23.15 AND Tumor_Size_cm <= 6.84 AND Survival_Months > 10.00 AND Age > 55.50 AND Lymph_Nodes_Positive <= 3.50 THEN class = Prostate
Rule 187: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI <= 23.15 AND Tumor_Size_cm <= 6.84 AND Survival_Months > 10.00 AND Age > 55.50 AND Lymph_Nodes_Positive > 3.50 THEN class = Lung
Rule 188: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI <= 23.15 AND Tumor_Size_cm > 6.84 THEN class = Skin
Rule 189: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI > 23.15 AND Age <= 38.00 THEN class = Leukemia
Rule 190: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI > 23.15 AND Age > 38.00 AND Survival_Months <= 29.50 THEN class = Colon
Rule 191: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm <= 7.11 AND Age > 32.50 AND BMI > 23.15 AND Age > 38.00 AND Survival_Months > 29.50 THEN class = Prostate
Rule 192: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined <= 0.50 THEN class = Skin
Rule 193: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI <= 18.65 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined <= 2.50 THEN class = Prostate
Rule 194: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI <= 18.65 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined > 2.50 THEN class = Leukemia
Rule 195: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI <= 18.65 AND Lymph_Nodes_Examined > 4.50 AND BMI <= 13.05 THEN class = Colon
Rule 196: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI <= 18.65 AND Lymph_Nodes_Examined > 4.50 AND BMI > 13.05 THEN class = Prostate
Rule 197: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm <= 7.45 THEN class = Prostate
Rule 198: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 7.45 AND Tumor_Size_cm <= 7.76 AND Tumor_Size_cm <= 7.55 AND Survival_Months <= 15.50 THEN class = Breast
Rule 199: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 7.45 AND Tumor_Size_cm <= 7.76 AND Tumor_Size_cm <= 7.55 AND Survival_Months > 15.50 THEN class = Skin
Rule 200: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 7.45 AND Tumor_Size_cm <= 7.76 AND Tumor_Size_cm > 7.55 THEN class = Breast
Rule 201: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 7.45 AND Tumor_Size_cm > 7.76 AND BMI <= 22.10 THEN class = Lung
Rule 202: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 7.45 AND Tumor_Size_cm > 7.76 AND BMI > 22.10 THEN class = Colon
Rule 203: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive > 1.50 AND Age <= 78.50 AND BMI <= 23.40 THEN class = Leukemia
Rule 204: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive > 1.50 AND Age <= 78.50 AND BMI > 23.40 THEN class = Breast
Rule 205: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI <= 23.75 AND Tumor_Size_cm > 7.11 AND Lymph_Nodes_Examined > 0.50 AND BMI > 18.65 AND Lymph_Nodes_Positive > 1.50 AND Age > 78.50 THEN class = Breast
Rule 206: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI <= 29.10 AND BMI <= 27.20 AND Lymph_Nodes_Positive <= 3.00 THEN class = Colon
Rule 207: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI <= 29.10 AND BMI <= 27.20 AND Lymph_Nodes_Positive > 3.00 AND Lymph_Nodes_Positive <= 6.50 THEN class = Breast
Rule 208: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI <= 29.10 AND BMI <= 27.20 AND Lymph_Nodes_Positive > 3.00 AND Lymph_Nodes_Positive > 6.50 THEN class = Colon
Rule 209: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI <= 29.10 AND BMI > 27.20 AND Tumor_Size_cm <= 6.67 THEN class = Breast
Rule 210: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI <= 29.10 AND BMI > 27.20 AND Tumor_Size_cm > 6.67 THEN class = Skin
Rule 211: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months <= 6.50 AND BMI > 29.10 THEN class = Leukemia
Rule 212: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm <= 6.98 AND Survival_Months <= 15.50 AND Tumor_Size_cm <= 6.59 AND Tumor_Size_cm <= 6.51 THEN class = Skin
Rule 213: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm <= 6.98 AND Survival_Months <= 15.50 AND Tumor_Size_cm <= 6.59 AND Tumor_Size_cm > 6.51 AND Survival_Months <= 12.50 THEN class = Prostate
Rule 214: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm <= 6.98 AND Survival_Months <= 15.50 AND Tumor_Size_cm <= 6.59 AND Tumor_Size_cm > 6.51 AND Survival_Months > 12.50 THEN class = Leukemia
Rule 215: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm <= 6.98 AND Survival_Months <= 15.50 AND Tumor_Size_cm > 6.59 THEN class = Skin
Rule 216: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm <= 6.98 AND Survival_Months > 15.50 THEN class = Lung
Rule 217: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm > 6.98 AND Survival_Months <= 17.00 THEN class = Prostate
Rule 218: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm <= 7.14 AND Tumor_Size_cm > 6.98 AND Survival_Months > 17.00 THEN class = Leukemia
Rule 219: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined <= 3.50 AND BMI <= 29.00 THEN class = Breast
Rule 220: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined <= 3.50 AND BMI > 29.00 THEN class = Leukemia
Rule 221: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 3.50 THEN class = Lung
Rule 222: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months <= 15.50 AND Age <= 51.50 THEN class = Leukemia
Rule 223: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months <= 15.50 AND Age > 51.50 AND Age <= 64.00 THEN class = Breast
Rule 224: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months <= 15.50 AND Age > 51.50 AND Age > 64.00 THEN class = Skin
Rule 225: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined <= 6.50 AND Lymph_Nodes_Positive > 1.50 AND Survival_Months > 15.50 THEN class = Skin
Rule 226: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm <= 7.74 AND Lymph_Nodes_Examined > 6.50 THEN class = Skin
Rule 227: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm > 7.74 AND Lymph_Nodes_Examined <= 7.00 THEN class = Skin
Rule 228: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months <= 24.50 AND Survival_Months > 6.50 AND Tumor_Size_cm > 7.14 AND Tumor_Size_cm > 7.74 AND Lymph_Nodes_Examined > 7.00 THEN class = Breast
Rule 229: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI <= 28.65 THEN class = Prostate
Rule 230: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI > 28.65 AND Age <= 29.50 THEN class = Lung
Rule 231: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI > 28.65 AND Age > 29.50 AND Lymph_Nodes_Examined <= 0.50 THEN class = Skin
Rule 232: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI > 28.65 AND Age > 29.50 AND Lymph_Nodes_Examined > 0.50 THEN class = Colon
Rule 233: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined <= 5.00 AND Lymph_Nodes_Positive > 1.50 THEN class = Colon
Rule 234: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age <= 43.00 AND Lymph_Nodes_Examined > 5.00 THEN class = Skin
Rule 235: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined <= 0.50 THEN class = Lung
Rule 236: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 0.50 AND Tumor_Size_cm <= 7.92 AND Lymph_Nodes_Examined <= 1.50 AND Age <= 69.00 THEN class = Leukemia
Rule 237: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 0.50 AND Tumor_Size_cm <= 7.92 AND Lymph_Nodes_Examined <= 1.50 AND Age > 69.00 THEN class = Skin
Rule 238: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 0.50 AND Tumor_Size_cm <= 7.92 AND Lymph_Nodes_Examined > 1.50 THEN class = Skin
Rule 239: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 0.50 AND Tumor_Size_cm > 7.92 AND Lymph_Nodes_Positive <= 0.50 THEN class = Breast
Rule 240: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 0.50 AND Tumor_Size_cm > 7.92 AND Lymph_Nodes_Positive > 0.50 THEN class = Lung
Rule 241: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age <= 55.50 AND Tumor_Size_cm <= 7.01 THEN class = Leukemia
Rule 242: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age <= 55.50 AND Tumor_Size_cm > 7.01 AND Lymph_Nodes_Examined <= 2.50 THEN class = Breast
Rule 243: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age <= 55.50 AND Tumor_Size_cm > 7.01 AND Lymph_Nodes_Examined > 2.50 THEN class = Prostate
Rule 244: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age <= 83.00 AND Lymph_Nodes_Examined <= 8.50 AND BMI <= 26.75 AND Lymph_Nodes_Examined <= 7.50 THEN class = Breast
Rule 245: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age <= 83.00 AND Lymph_Nodes_Examined <= 8.50 AND BMI <= 26.75 AND Lymph_Nodes_Examined > 7.50 THEN class = Lung
Rule 246: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age <= 83.00 AND Lymph_Nodes_Examined <= 8.50 AND BMI > 26.75 THEN class = Lung
Rule 247: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age <= 83.00 AND Lymph_Nodes_Examined > 8.50 THEN class = Colon
Rule 248: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age > 83.00 AND Tumor_Size_cm <= 8.18 THEN class = Breast
Rule 249: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 8.39 AND Tumor_Size_cm > 6.12 AND Tumor_Size_cm > 6.44 AND BMI > 23.75 AND Survival_Months > 24.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 55.50 AND Age > 83.00 AND Tumor_Size_cm > 8.18 THEN class = Leukemia
Rule 250: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm <= 8.44 AND BMI <= 25.35 THEN class = Leukemia
Rule 251: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm <= 8.44 AND BMI > 25.35 THEN class = Prostate
Rule 252: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI <= 20.50 AND Age <= 66.00 THEN class = Leukemia
Rule 253: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI <= 20.50 AND Age > 66.00 THEN class = Breast
Rule 254: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI > 20.50 AND Age <= 23.00 THEN class = Skin
Rule 255: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI > 20.50 AND Age > 23.00 AND Survival_Months <= 41.50 AND Age <= 71.50 THEN class = Prostate
Rule 256: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI > 20.50 AND Age > 23.00 AND Survival_Months <= 41.50 AND Age > 71.50 AND Age <= 74.50 THEN class = Leukemia
Rule 257: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI > 20.50 AND Age > 23.00 AND Survival_Months <= 41.50 AND Age > 71.50 AND Age > 74.50 THEN class = Prostate
Rule 258: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 43.50 AND BMI > 20.50 AND Age > 23.00 AND Survival_Months > 41.50 THEN class = Breast
Rule 259: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months > 43.50 AND Lymph_Nodes_Positive <= 1.00 AND Tumor_Size_cm <= 8.78 THEN class = Prostate
Rule 260: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months > 43.50 AND Lymph_Nodes_Positive <= 1.00 AND Tumor_Size_cm > 8.78 THEN class = Colon
Rule 261: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months > 43.50 AND Lymph_Nodes_Positive > 1.00 AND Age <= 61.50 THEN class = Breast
Rule 262: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months > 43.50 AND Lymph_Nodes_Positive > 1.00 AND Age > 61.50 THEN class = Prostate
Rule 263: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months <= 2.00 THEN class = Lung
Rule 264: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND Survival_Months <= 33.00 AND BMI <= 30.10 AND Tumor_Size_cm <= 9.09 AND Lymph_Nodes_Examined <= 4.50 THEN class = Colon
Rule 265: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND Survival_Months <= 33.00 AND BMI <= 30.10 AND Tumor_Size_cm <= 9.09 AND Lymph_Nodes_Examined > 4.50 THEN class = Skin
Rule 266: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND Survival_Months <= 33.00 AND BMI <= 30.10 AND Tumor_Size_cm > 9.09 THEN class = Colon
Rule 267: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND Survival_Months <= 33.00 AND BMI > 30.10 THEN class = Leukemia
Rule 268: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive <= 1.50 AND Survival_Months > 33.00 THEN class = Lung
Rule 269: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive > 1.50 AND Age <= 31.50 THEN class = Colon
Rule 270: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 31.50 AND Tumor_Size_cm <= 8.78 THEN class = Colon
Rule 271: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive <= 5.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 31.50 AND Tumor_Size_cm > 8.78 THEN class = Prostate
Rule 272: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive > 5.00 AND Survival_Months <= 10.50 THEN class = Prostate
Rule 273: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive > 5.00 AND Survival_Months > 10.50 AND Survival_Months <= 21.00 AND Age <= 30.50 THEN class = Colon
Rule 274: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive > 5.00 AND Survival_Months > 10.50 AND Survival_Months <= 21.00 AND Age > 30.50 AND Lymph_Nodes_Examined <= 7.00 THEN class = Leukemia
Rule 275: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive > 5.00 AND Survival_Months > 10.50 AND Survival_Months <= 21.00 AND Age > 30.50 AND Lymph_Nodes_Examined > 7.00 THEN class = Colon
Rule 276: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 49.50 AND Survival_Months > 2.00 AND Lymph_Nodes_Positive > 5.00 AND Survival_Months > 10.50 AND Survival_Months > 21.00 THEN class = Leukemia
Rule 277: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age <= 77.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months > 49.50 THEN class = Breast
Rule 278: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age > 77.50 AND BMI <= 25.70 AND Tumor_Size_cm <= 9.26 THEN class = Colon
Rule 279: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age > 77.50 AND BMI <= 25.70 AND Tumor_Size_cm > 9.26 AND Tumor_Size_cm <= 9.63 THEN class = Prostate
Rule 280: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age > 77.50 AND BMI <= 25.70 AND Tumor_Size_cm > 9.26 AND Tumor_Size_cm > 9.63 THEN class = Colon
Rule 281: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age <= 86.50 AND Tumor_Size_cm > 8.44 AND Age > 77.50 AND BMI > 25.70 THEN class = Lung
Rule 282: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined <= 8.50 AND Age > 86.50 THEN class = Prostate
Rule 283: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined > 8.50 AND Survival_Months <= 36.50 AND Tumor_Size_cm <= 9.05 THEN class = Prostate
Rule 284: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined > 8.50 AND Survival_Months <= 36.50 AND Tumor_Size_cm > 9.05 AND Survival_Months <= 17.50 THEN class = Prostate
Rule 285: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined > 8.50 AND Survival_Months <= 36.50 AND Tumor_Size_cm > 9.05 AND Survival_Months > 17.50 THEN class = Lung
Rule 286: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined > 8.50 AND Survival_Months > 36.50 AND Lymph_Nodes_Positive <= 5.50 THEN class = Skin
Rule 287: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI <= 32.05 AND Lymph_Nodes_Examined > 8.50 AND Survival_Months > 36.50 AND Lymph_Nodes_Positive > 5.50 THEN class = Prostate
Rule 288: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI > 32.05 AND Tumor_Size_cm <= 9.62 AND Lymph_Nodes_Positive <= 0.50 THEN class = Skin
Rule 289: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI > 32.05 AND Tumor_Size_cm <= 9.62 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 33.55 THEN class = Leukemia
Rule 290: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI > 32.05 AND Tumor_Size_cm <= 9.62 AND Lymph_Nodes_Positive > 0.50 AND BMI > 33.55 AND Survival_Months <= 37.00 THEN class = Prostate
Rule 291: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI > 32.05 AND Tumor_Size_cm <= 9.62 AND Lymph_Nodes_Positive > 0.50 AND BMI > 33.55 AND Survival_Months > 37.00 THEN class = Lung
Rule 292: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 8.39 AND BMI > 32.05 AND Tumor_Size_cm > 9.62 THEN class = Lung
Rule 293: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age <= 36.50 AND Survival_Months <= 3.50 AND Lymph_Nodes_Positive <= 2.00 THEN class = Colon
Rule 294: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age <= 36.50 AND Survival_Months <= 3.50 AND Lymph_Nodes_Positive > 2.00 AND BMI <= 17.00 THEN class = Breast
Rule 295: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age <= 36.50 AND Survival_Months <= 3.50 AND Lymph_Nodes_Positive > 2.00 AND BMI > 17.00 THEN class = Leukemia
Rule 296: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age <= 36.50 AND Survival_Months > 3.50 THEN class = Lung
Rule 297: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm <= 1.59 AND Age <= 65.00 THEN class = Breast
Rule 298: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm <= 1.59 AND Age > 65.00 AND Tumor_Size_cm <= 1.41 THEN class = Colon
Rule 299: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm <= 1.59 AND Age > 65.00 AND Tumor_Size_cm > 1.41 THEN class = Prostate
Rule 300: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm > 1.59 AND Lymph_Nodes_Examined <= 10.50 THEN class = Skin
Rule 301: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm > 1.59 AND Lymph_Nodes_Examined > 10.50 AND Survival_Months <= 1.50 THEN class = Lung
Rule 302: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm > 1.59 AND Lymph_Nodes_Examined > 10.50 AND Survival_Months > 1.50 AND Age <= 85.50 THEN class = Breast
Rule 303: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm <= 6.47 AND Age > 36.50 AND Tumor_Size_cm > 1.59 AND Lymph_Nodes_Examined > 10.50 AND Survival_Months > 1.50 AND Age > 85.50 THEN class = Leukemia
Rule 304: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm > 6.47 AND Lymph_Nodes_Examined <= 14.50 THEN class = Colon
Rule 305: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.30 AND Tumor_Size_cm > 6.47 AND Lymph_Nodes_Examined > 14.50 THEN class = Skin
Rule 306: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI <= 22.95 AND Tumor_Size_cm > 8.30 THEN class = Breast
Rule 307: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI > 22.95 AND Age <= 27.50 THEN class = Breast
Rule 308: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI <= 23.55 AND BMI > 22.95 AND Age > 27.50 THEN class = Prostate
Rule 309: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI > 23.55 AND BMI <= 23.85 THEN class = Leukemia
Rule 310: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI > 23.55 AND BMI > 23.85 AND Tumor_Size_cm <= 3.17 THEN class = Colon
Rule 311: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI > 23.55 AND BMI > 23.85 AND Tumor_Size_cm > 3.17 AND Lymph_Nodes_Examined <= 13.50 THEN class = Leukemia
Rule 312: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI <= 24.40 AND BMI > 23.55 AND BMI > 23.85 AND Tumor_Size_cm > 3.17 AND Lymph_Nodes_Examined > 13.50 THEN class = Breast
Rule 313: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI <= 24.85 AND Lymph_Nodes_Examined <= 13.00 THEN class = Colon
Rule 314: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI <= 24.85 AND Lymph_Nodes_Examined > 13.00 THEN class = Prostate
Rule 315: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age <= 49.50 AND Survival_Months <= 1.50 THEN class = Skin
Rule 316: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age <= 49.50 AND Survival_Months > 1.50 THEN class = Colon
Rule 317: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI <= 27.75 AND BMI <= 25.45 AND Survival_Months <= 3.50 THEN class = Lung
Rule 318: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI <= 27.75 AND BMI <= 25.45 AND Survival_Months > 3.50 THEN class = Breast
Rule 319: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI <= 27.75 AND BMI > 25.45 THEN class = Colon
Rule 320: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI > 27.75 AND Tumor_Size_cm <= 2.38 AND Survival_Months <= 6.50 THEN class = Skin
Rule 321: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI > 27.75 AND Tumor_Size_cm <= 2.38 AND Survival_Months > 6.50 THEN class = Prostate
Rule 322: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm <= 5.25 AND Age > 49.50 AND BMI > 27.75 AND Tumor_Size_cm > 2.38 THEN class = Leukemia
Rule 323: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months <= 4.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm <= 6.54 THEN class = Lung
Rule 324: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months <= 4.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 6.54 AND Survival_Months <= 1.50 AND Lymph_Nodes_Examined <= 13.00 THEN class = Leukemia
Rule 325: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months <= 4.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 6.54 AND Survival_Months <= 1.50 AND Lymph_Nodes_Examined > 13.00 THEN class = Breast
Rule 326: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months <= 4.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 6.54 AND Survival_Months > 1.50 THEN class = Breast
Rule 327: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months <= 4.00 AND Lymph_Nodes_Examined > 17.50 THEN class = Prostate
Rule 328: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months > 4.00 AND Tumor_Size_cm <= 7.81 THEN class = Prostate
Rule 329: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm <= 9.14 AND Survival_Months > 4.00 AND Tumor_Size_cm > 7.81 THEN class = Leukemia
Rule 330: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm > 9.14 AND Age <= 55.50 AND Lymph_Nodes_Positive <= 5.50 THEN class = Skin
Rule 331: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm > 9.14 AND Age <= 55.50 AND Lymph_Nodes_Positive > 5.50 THEN class = Colon
Rule 332: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive <= 16.00 AND Tumor_Size_cm > 9.14 AND Age > 55.50 THEN class = Lung
Rule 333: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm <= 9.57 AND BMI > 24.85 AND Tumor_Size_cm > 5.25 AND Lymph_Nodes_Positive > 16.00 THEN class = Skin
Rule 334: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months <= 9.50 AND BMI > 24.40 AND Tumor_Size_cm > 9.57 THEN class = Colon
Rule 335: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined <= 10.50 THEN class = Lung
Rule 336: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age <= 39.00 AND Tumor_Size_cm <= 7.93 AND Age <= 32.00 AND Lymph_Nodes_Positive <= 2.50 AND BMI <= 15.75 THEN class = Leukemia
Rule 337: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age <= 39.00 AND Tumor_Size_cm <= 7.93 AND Age <= 32.00 AND Lymph_Nodes_Positive <= 2.50 AND BMI > 15.75 THEN class = Skin
Rule 338: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age <= 39.00 AND Tumor_Size_cm <= 7.93 AND Age <= 32.00 AND Lymph_Nodes_Positive > 2.50 THEN class = Colon
Rule 339: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age <= 39.00 AND Tumor_Size_cm <= 7.93 AND Age > 32.00 THEN class = Skin
Rule 340: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age <= 39.00 AND Tumor_Size_cm > 7.93 THEN class = Prostate
Rule 341: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age > 39.00 AND Lymph_Nodes_Examined <= 16.00 THEN class = Lung
Rule 342: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI <= 22.60 AND Lymph_Nodes_Examined > 10.50 AND Age > 39.00 AND Lymph_Nodes_Examined > 16.00 THEN class = Leukemia
Rule 343: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI > 22.60 AND Survival_Months <= 17.00 THEN class = Prostate
Rule 344: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 24.10 AND BMI > 22.60 AND Survival_Months > 17.00 THEN class = Breast
Rule 345: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 24.10 AND Survival_Months <= 20.50 AND Survival_Months <= 17.50 THEN class = Skin
Rule 346: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 24.10 AND Survival_Months <= 20.50 AND Survival_Months > 17.50 AND Survival_Months <= 19.50 THEN class = Colon
Rule 347: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 24.10 AND Survival_Months <= 20.50 AND Survival_Months > 17.50 AND Survival_Months > 19.50 THEN class = Skin
Rule 348: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 24.10 AND Survival_Months > 20.50 THEN class = Leukemia
Rule 349: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm <= 4.04 AND Tumor_Size_cm <= 3.30 AND BMI <= 24.30 AND Lymph_Nodes_Positive <= 7.50 THEN class = Skin
Rule 350: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm <= 4.04 AND Tumor_Size_cm <= 3.30 AND BMI <= 24.30 AND Lymph_Nodes_Positive > 7.50 AND Survival_Months <= 16.50 THEN class = Leukemia
Rule 351: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm <= 4.04 AND Tumor_Size_cm <= 3.30 AND BMI <= 24.30 AND Lymph_Nodes_Positive > 7.50 AND Survival_Months > 16.50 THEN class = Breast
Rule 352: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm <= 4.04 AND Tumor_Size_cm <= 3.30 AND BMI > 24.30 THEN class = Colon
Rule 353: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm <= 4.04 AND Tumor_Size_cm > 3.30 THEN class = Breast
Rule 354: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI <= 20.40 THEN class = Lung
Rule 355: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm <= 7.36 AND Survival_Months <= 14.00 THEN class = Leukemia
Rule 356: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm <= 7.36 AND Survival_Months > 14.00 THEN class = Breast
Rule 357: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm > 7.36 AND BMI <= 25.05 THEN class = Skin
Rule 358: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm > 7.36 AND BMI > 25.05 AND Lymph_Nodes_Positive <= 10.00 AND BMI <= 25.80 THEN class = Breast
Rule 359: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm > 7.36 AND BMI > 25.05 AND Lymph_Nodes_Positive <= 10.00 AND BMI > 25.80 THEN class = Colon
Rule 360: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months <= 16.50 AND BMI > 20.40 AND Tumor_Size_cm > 7.36 AND BMI > 25.05 AND Lymph_Nodes_Positive > 10.00 THEN class = Prostate
Rule 361: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months > 16.50 AND Lymph_Nodes_Examined <= 11.00 THEN class = Lung
Rule 362: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI <= 30.15 AND Lymph_Nodes_Positive > 5.50 AND Tumor_Size_cm > 4.04 AND Survival_Months > 16.50 AND Lymph_Nodes_Examined > 11.00 THEN class = Leukemia
Rule 363: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months <= 21.50 AND BMI > 30.15 THEN class = Breast
Rule 364: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined <= 11.00 THEN class = Skin
Rule 365: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 11.00 AND Survival_Months <= 37.50 THEN class = Prostate
Rule 366: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 11.00 AND Survival_Months > 37.50 AND Lymph_Nodes_Positive <= 0.50 THEN class = Leukemia
Rule 367: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Examined > 11.00 AND Survival_Months > 37.50 AND Lymph_Nodes_Positive > 0.50 THEN class = Skin
Rule 368: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive <= 2.50 THEN class = Lung
Rule 369: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive <= 7.00 THEN class = Breast
Rule 370: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive > 7.00 THEN class = Leukemia
Rule 371: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months <= 42.50 AND Age <= 39.50 THEN class = Lung
Rule 372: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months <= 42.50 AND Age > 39.50 AND Survival_Months <= 25.50 AND Lymph_Nodes_Examined <= 14.00 THEN class = Leukemia
Rule 373: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months <= 42.50 AND Age > 39.50 AND Survival_Months <= 25.50 AND Lymph_Nodes_Examined > 14.00 THEN class = Lung
Rule 374: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months <= 42.50 AND Age > 39.50 AND Survival_Months > 25.50 AND Survival_Months <= 34.00 THEN class = Colon
Rule 375: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months <= 42.50 AND Age > 39.50 AND Survival_Months > 25.50 AND Survival_Months > 34.00 THEN class = Leukemia
Rule 376: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm <= 2.69 AND Survival_Months > 42.50 THEN class = Prostate
Rule 377: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI <= 21.10 AND Age <= 61.50 AND Survival_Months <= 46.50 THEN class = Lung
Rule 378: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI <= 21.10 AND Age <= 61.50 AND Survival_Months > 46.50 AND BMI <= 15.95 THEN class = Leukemia
Rule 379: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI <= 21.10 AND Age <= 61.50 AND Survival_Months > 46.50 AND BMI > 15.95 THEN class = Lung
Rule 380: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI <= 21.10 AND Age > 61.50 THEN class = Prostate
Rule 381: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI > 21.10 AND Survival_Months <= 28.50 AND Lymph_Nodes_Examined <= 14.50 THEN class = Breast
Rule 382: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI > 21.10 AND Survival_Months <= 28.50 AND Lymph_Nodes_Examined > 14.50 THEN class = Prostate
Rule 383: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI > 21.10 AND Survival_Months > 28.50 AND Lymph_Nodes_Examined <= 11.50 THEN class = Breast
Rule 384: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive <= 9.00 AND Tumor_Size_cm > 0.90 AND Tumor_Size_cm > 2.69 AND BMI > 21.10 AND Survival_Months > 28.50 AND Lymph_Nodes_Examined > 11.50 THEN class = Skin
Rule 385: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm <= 0.63 THEN class = Prostate
Rule 386: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI <= 23.50 AND BMI <= 17.50 THEN class = Lung
Rule 387: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI <= 23.50 AND BMI > 17.50 THEN class = Skin
Rule 388: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI > 23.50 AND Survival_Months <= 48.50 AND Survival_Months <= 25.00 AND Age <= 47.00 THEN class = Prostate
Rule 389: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI > 23.50 AND Survival_Months <= 48.50 AND Survival_Months <= 25.00 AND Age > 47.00 THEN class = Lung
Rule 390: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI > 23.50 AND Survival_Months <= 48.50 AND Survival_Months > 25.00 THEN class = Lung
Rule 391: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm <= 4.07 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Positive > 9.00 AND Tumor_Size_cm > 0.63 AND BMI > 23.50 AND Survival_Months > 48.50 THEN class = Skin
Rule 392: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI <= 13.45 THEN class = Colon
Rule 393: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined <= 10.50 AND Survival_Months <= 37.00 AND BMI <= 26.25 AND Survival_Months <= 29.50 AND Lymph_Nodes_Positive <= 1.00 THEN class = Breast
Rule 394: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined <= 10.50 AND Survival_Months <= 37.00 AND BMI <= 26.25 AND Survival_Months <= 29.50 AND Lymph_Nodes_Positive > 1.00 THEN class = Lung
Rule 395: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined <= 10.50 AND Survival_Months <= 37.00 AND BMI <= 26.25 AND Survival_Months > 29.50 THEN class = Leukemia
Rule 396: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined <= 10.50 AND Survival_Months <= 37.00 AND BMI > 26.25 THEN class = Breast
Rule 397: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined <= 10.50 AND Survival_Months > 37.00 THEN class = Colon
Rule 398: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age <= 29.00 AND BMI <= 22.75 THEN class = Breast
Rule 399: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age <= 29.00 AND BMI > 22.75 AND Lymph_Nodes_Examined <= 12.50 THEN class = Skin
Rule 400: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age <= 29.00 AND BMI > 22.75 AND Lymph_Nodes_Examined > 12.50 THEN class = Prostate
Rule 401: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive <= 9.50 AND Tumor_Size_cm <= 4.97 AND BMI <= 22.30 THEN class = Skin
Rule 402: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive <= 9.50 AND Tumor_Size_cm <= 4.97 AND BMI > 22.30 THEN class = Colon
Rule 403: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive <= 9.50 AND Tumor_Size_cm > 4.97 AND Survival_Months <= 39.50 THEN class = Skin
Rule 404: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive <= 9.50 AND Tumor_Size_cm > 4.97 AND Survival_Months > 39.50 AND Survival_Months <= 42.00 THEN class = Lung
Rule 405: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive <= 9.50 AND Tumor_Size_cm > 4.97 AND Survival_Months > 39.50 AND Survival_Months > 42.00 THEN class = Skin
Rule 406: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age <= 43.50 AND Age > 29.00 AND Lymph_Nodes_Positive > 9.50 THEN class = Prostate
Rule 407: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age > 43.50 AND BMI <= 22.25 AND Lymph_Nodes_Examined <= 11.50 THEN class = Lung
Rule 408: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age > 43.50 AND BMI <= 22.25 AND Lymph_Nodes_Examined > 11.50 THEN class = Skin
Rule 409: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age > 43.50 AND BMI > 22.25 AND Age <= 54.00 AND Lymph_Nodes_Positive <= 8.50 THEN class = Leukemia
Rule 410: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age > 43.50 AND BMI > 22.25 AND Age <= 54.00 AND Lymph_Nodes_Positive > 8.50 THEN class = Breast
Rule 411: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive <= 10.50 AND Age > 43.50 AND BMI > 22.25 AND Age > 54.00 THEN class = Prostate
Rule 412: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive > 10.50 AND BMI <= 25.60 THEN class = Leukemia
Rule 413: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Examined > 10.50 AND Lymph_Nodes_Positive > 10.50 AND BMI > 25.60 THEN class = Colon
Rule 414: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age <= 44.00 AND Age <= 29.50 AND BMI <= 21.35 THEN class = Lung
Rule 415: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age <= 44.00 AND Age <= 29.50 AND BMI > 21.35 THEN class = Skin
Rule 416: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age <= 44.00 AND Age > 29.50 AND Tumor_Size_cm <= 4.56 THEN class = Colon
Rule 417: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age <= 44.00 AND Age > 29.50 AND Tumor_Size_cm > 4.56 THEN class = Lung
Rule 418: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age > 44.00 AND Age <= 50.50 THEN class = Leukemia
Rule 419: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age > 44.00 AND Age > 50.50 AND Age <= 55.50 THEN class = Breast
Rule 420: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age > 44.00 AND Age > 50.50 AND Age > 55.50 AND Survival_Months <= 23.00 THEN class = Prostate
Rule 421: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months <= 29.50 AND Age > 44.00 AND Age > 50.50 AND Age > 55.50 AND Survival_Months > 23.00 THEN class = Lung
Rule 422: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months <= 30.50 THEN class = Colon
Rule 423: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age <= 22.50 THEN class = Leukemia
Rule 424: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI <= 21.70 AND Lymph_Nodes_Positive <= 5.00 THEN class = Breast
Rule 425: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI <= 21.70 AND Lymph_Nodes_Positive > 5.00 AND Age <= 33.00 THEN class = Breast
Rule 426: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI <= 21.70 AND Lymph_Nodes_Positive > 5.00 AND Age > 33.00 THEN class = Prostate
Rule 427: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI > 21.70 AND Age <= 53.00 THEN class = Breast
Rule 428: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI > 21.70 AND Age > 53.00 AND Lymph_Nodes_Examined <= 16.00 THEN class = Leukemia
Rule 429: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI <= 24.50 AND Survival_Months > 30.50 AND Age > 22.50 AND BMI > 21.70 AND Age > 53.00 AND Lymph_Nodes_Examined > 16.00 THEN class = Breast
Rule 430: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI <= 27.20 AND Age <= 45.50 AND Age <= 23.00 THEN class = Lung
Rule 431: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI <= 27.20 AND Age <= 45.50 AND Age > 23.00 THEN class = Colon
Rule 432: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI <= 27.20 AND Age > 45.50 THEN class = Prostate
Rule 433: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI > 27.20 AND Tumor_Size_cm <= 5.26 THEN class = Lung
Rule 434: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI > 27.20 AND Tumor_Size_cm > 5.26 AND Age <= 26.00 THEN class = Skin
Rule 435: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI > 27.20 AND Tumor_Size_cm > 5.26 AND Age > 26.00 AND Age <= 35.50 THEN class = Breast
Rule 436: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI > 27.20 AND Tumor_Size_cm > 5.26 AND Age > 26.00 AND Age > 35.50 AND Age <= 57.00 THEN class = Leukemia
Rule 437: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months <= 41.50 AND BMI > 24.50 AND BMI > 27.20 AND Tumor_Size_cm > 5.26 AND Age > 26.00 AND Age > 35.50 AND Age > 57.00 THEN class = Breast
Rule 438: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age <= 23.00 THEN class = Prostate
Rule 439: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive <= 1.00 THEN class = Skin
Rule 440: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age <= 53.00 AND Lymph_Nodes_Positive <= 4.50 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months <= 42.50 THEN class = Lung
Rule 441: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age <= 53.00 AND Lymph_Nodes_Positive <= 4.50 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 42.50 THEN class = Breast
Rule 442: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age <= 53.00 AND Lymph_Nodes_Positive <= 4.50 AND Lymph_Nodes_Positive > 2.50 THEN class = Lung
Rule 443: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age <= 53.00 AND Lymph_Nodes_Positive > 4.50 AND BMI <= 29.10 THEN class = Leukemia
Rule 444: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age <= 53.00 AND Lymph_Nodes_Positive > 4.50 AND BMI > 29.10 THEN class = Breast
Rule 445: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age <= 62.50 AND Survival_Months > 21.50 AND Tumor_Size_cm > 4.07 AND BMI > 13.45 AND Lymph_Nodes_Examined > 13.50 AND Survival_Months > 29.50 AND Survival_Months > 41.50 AND Age > 23.00 AND Lymph_Nodes_Positive > 1.00 AND Age > 53.00 THEN class = Lung
Rule 446: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age <= 63.50 THEN class = Colon
Rule 447: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive <= 10.00 AND Lymph_Nodes_Examined <= 12.50 THEN class = Leukemia
Rule 448: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive <= 10.00 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined <= 13.50 THEN class = Lung
Rule 449: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive <= 10.00 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined > 13.50 THEN class = Leukemia
Rule 450: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive > 10.00 AND Lymph_Nodes_Examined <= 12.50 AND BMI <= 22.90 THEN class = Breast
Rule 451: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive > 10.00 AND Lymph_Nodes_Examined <= 12.50 AND BMI > 22.90 THEN class = Leukemia
Rule 452: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm <= 5.11 AND Age > 63.50 AND Lymph_Nodes_Positive > 10.00 AND Lymph_Nodes_Examined > 12.50 THEN class = Colon
Rule 453: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm > 5.11 AND Survival_Months <= 35.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 THEN class = Colon
Rule 454: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm > 5.11 AND Survival_Months <= 35.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive > 8.50 THEN class = Breast
Rule 455: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm > 5.11 AND Survival_Months <= 35.50 AND Lymph_Nodes_Examined > 13.50 THEN class = Breast
Rule 456: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm > 5.11 AND Survival_Months > 35.50 AND Age <= 66.50 THEN class = Breast
Rule 457: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm <= 7.34 AND Tumor_Size_cm > 5.11 AND Survival_Months > 35.50 AND Age > 66.50 THEN class = Skin
Rule 458: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined <= 14.50 AND Tumor_Size_cm > 7.34 THEN class = Colon
Rule 459: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI <= 23.20 AND Survival_Months <= 25.00 AND Lymph_Nodes_Positive <= 7.00 THEN class = Colon
Rule 460: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI <= 23.20 AND Survival_Months <= 25.00 AND Lymph_Nodes_Positive > 7.00 AND BMI <= 19.90 THEN class = Lung
Rule 461: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI <= 23.20 AND Survival_Months <= 25.00 AND Lymph_Nodes_Positive > 7.00 AND BMI > 19.90 THEN class = Prostate
Rule 462: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI <= 23.20 AND Survival_Months > 25.00 AND Lymph_Nodes_Positive <= 2.00 THEN class = Colon
Rule 463: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI <= 23.20 AND Survival_Months > 25.00 AND Lymph_Nodes_Positive > 2.00 THEN class = Skin
Rule 464: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age <= 69.50 AND Tumor_Size_cm <= 4.43 AND Age <= 66.00 THEN class = Leukemia
Rule 465: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age <= 69.50 AND Tumor_Size_cm <= 4.43 AND Age > 66.00 AND Survival_Months <= 23.00 THEN class = Lung
Rule 466: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age <= 69.50 AND Tumor_Size_cm <= 4.43 AND Age > 66.00 AND Survival_Months > 23.00 THEN class = Breast
Rule 467: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age <= 69.50 AND Tumor_Size_cm > 4.43 THEN class = Lung
Rule 468: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age > 69.50 AND Tumor_Size_cm <= 3.98 THEN class = Colon
Rule 469: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age > 69.50 AND Tumor_Size_cm > 3.98 AND BMI <= 26.70 THEN class = Leukemia
Rule 470: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age <= 70.50 AND Lymph_Nodes_Examined > 14.50 AND BMI > 23.20 AND Age > 69.50 AND Tumor_Size_cm > 3.98 AND BMI > 26.70 THEN class = Prostate
Rule 471: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI <= 20.20 AND Survival_Months <= 20.50 THEN class = Breast
Rule 472: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI <= 20.20 AND Survival_Months > 20.50 AND Tumor_Size_cm <= 8.67 AND Tumor_Size_cm <= 1.30 AND Lymph_Nodes_Examined <= 17.50 THEN class = Leukemia
Rule 473: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI <= 20.20 AND Survival_Months > 20.50 AND Tumor_Size_cm <= 8.67 AND Tumor_Size_cm <= 1.30 AND Lymph_Nodes_Examined > 17.50 THEN class = Prostate
Rule 474: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI <= 20.20 AND Survival_Months > 20.50 AND Tumor_Size_cm <= 8.67 AND Tumor_Size_cm > 1.30 THEN class = Prostate
Rule 475: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI <= 20.20 AND Survival_Months > 20.50 AND Tumor_Size_cm > 8.67 THEN class = Lung
Rule 476: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months <= 14.00 AND Tumor_Size_cm <= 6.06 THEN class = Colon
Rule 477: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months <= 14.00 AND Tumor_Size_cm > 6.06 AND BMI <= 25.80 THEN class = Prostate
Rule 478: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months <= 14.00 AND Tumor_Size_cm > 6.06 AND BMI > 25.80 THEN class = Lung
Rule 479: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months > 14.00 AND BMI <= 22.40 AND Age <= 80.50 THEN class = Breast
Rule 480: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months > 14.00 AND BMI <= 22.40 AND Age > 80.50 THEN class = Skin
Rule 481: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months <= 18.00 AND Survival_Months > 14.00 AND BMI > 22.40 THEN class = Skin
Rule 482: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI <= 26.20 AND Survival_Months <= 20.00 THEN class = Breast
Rule 483: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI <= 26.20 AND Survival_Months > 20.00 AND Age <= 71.50 THEN class = Leukemia
Rule 484: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI <= 26.20 AND Survival_Months > 20.00 AND Age > 71.50 THEN class = Colon
Rule 485: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI > 26.20 AND BMI <= 28.75 AND BMI <= 27.50 AND Tumor_Size_cm <= 7.72 THEN class = Lung
Rule 486: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI > 26.20 AND BMI <= 28.75 AND BMI <= 27.50 AND Tumor_Size_cm > 7.72 THEN class = Prostate
Rule 487: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI > 26.20 AND BMI <= 28.75 AND BMI > 27.50 THEN class = Breast
Rule 488: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months <= 26.50 AND BMI > 26.20 AND BMI > 28.75 THEN class = Leukemia
Rule 489: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months <= 32.50 AND Tumor_Size_cm <= 4.11 THEN class = Lung
Rule 490: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months <= 32.50 AND Tumor_Size_cm > 4.11 THEN class = Breast
Rule 491: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age <= 78.50 AND Lymph_Nodes_Examined <= 14.50 AND Survival_Months <= 41.00 AND BMI <= 24.20 THEN class = Prostate
Rule 492: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age <= 78.50 AND Lymph_Nodes_Examined <= 14.50 AND Survival_Months <= 41.00 AND BMI > 24.20 AND Age <= 73.50 THEN class = Colon
Rule 493: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age <= 78.50 AND Lymph_Nodes_Examined <= 14.50 AND Survival_Months <= 41.00 AND BMI > 24.20 AND Age > 73.50 THEN class = Skin
Rule 494: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age <= 78.50 AND Lymph_Nodes_Examined <= 14.50 AND Survival_Months > 41.00 THEN class = Breast
Rule 495: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age <= 78.50 AND Lymph_Nodes_Examined > 14.50 THEN class = Prostate
Rule 496: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age > 78.50 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined <= 13.00 THEN class = Leukemia
Rule 497: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age > 78.50 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined > 13.00 AND Lymph_Nodes_Examined <= 16.50 THEN class = Colon
Rule 498: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age > 78.50 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined > 13.00 AND Lymph_Nodes_Examined > 16.50 THEN class = Leukemia
Rule 499: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm <= 7.71 AND Survival_Months > 32.50 AND Age > 78.50 AND Lymph_Nodes_Positive > 11.50 THEN class = Breast
Rule 500: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age <= 84.50 AND Age > 70.50 AND BMI > 20.20 AND Survival_Months > 18.00 AND Survival_Months > 26.50 AND Tumor_Size_cm > 7.71 THEN class = Prostate
Rule 501: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 86.00 AND Lymph_Nodes_Positive <= 9.50 THEN class = Lung
Rule 502: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 86.00 AND Lymph_Nodes_Positive > 9.50 THEN class = Colon
Rule 503: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined <= 16.50 AND Age > 86.00 THEN class = Lung
Rule 504: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined > 16.50 AND BMI <= 24.40 AND Survival_Months <= 24.50 THEN class = Prostate
Rule 505: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined > 16.50 AND BMI <= 24.40 AND Survival_Months > 24.50 THEN class = Skin
Rule 506: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI <= 26.10 AND Lymph_Nodes_Examined > 16.50 AND BMI > 24.40 THEN class = Colon
Rule 507: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm <= 8.98 AND Age > 84.50 AND BMI > 26.10 THEN class = Skin
Rule 508: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined <= 12.50 AND BMI <= 26.35 THEN class = Lung
Rule 509: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined <= 12.50 AND BMI > 26.35 AND BMI <= 28.95 THEN class = Skin
Rule 510: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined <= 12.50 AND BMI > 26.35 AND BMI > 28.95 THEN class = Prostate
Rule 511: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined > 12.50 AND BMI <= 24.25 THEN class = Skin
Rule 512: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined > 12.50 AND BMI > 24.25 AND BMI <= 27.20 THEN class = Breast
Rule 513: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined > 12.50 AND BMI > 24.25 AND BMI > 27.20 AND Survival_Months <= 34.50 THEN class = Skin
Rule 514: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive <= 9.50 AND Lymph_Nodes_Examined > 12.50 AND BMI > 24.25 AND BMI > 27.20 AND Survival_Months > 34.50 THEN class = Leukemia
Rule 515: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive > 9.50 AND BMI <= 21.10 AND Survival_Months <= 46.00 THEN class = Leukemia
Rule 516: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive > 9.50 AND BMI <= 21.10 AND Survival_Months > 46.00 THEN class = Lung
Rule 517: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive > 9.50 AND BMI > 21.10 AND Tumor_Size_cm <= 9.75 AND Lymph_Nodes_Examined <= 12.50 THEN class = Prostate
Rule 518: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive > 9.50 AND BMI > 21.10 AND Tumor_Size_cm <= 9.75 AND Lymph_Nodes_Examined > 12.50 THEN class = Lung
Rule 519: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive <= 13.50 AND Age > 62.50 AND Tumor_Size_cm > 8.98 AND Lymph_Nodes_Positive > 9.50 AND BMI > 21.10 AND Tumor_Size_cm > 9.75 THEN class = Prostate
Rule 520: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm <= 1.22 AND BMI <= 27.95 THEN class = Skin
Rule 521: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm <= 1.22 AND BMI > 27.95 THEN class = Leukemia
Rule 522: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm <= 3.50 AND Lymph_Nodes_Examined <= 14.50 THEN class = Prostate
Rule 523: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm <= 3.50 AND Lymph_Nodes_Examined > 14.50 AND Age <= 73.50 THEN class = Colon
Rule 524: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm <= 3.50 AND Lymph_Nodes_Examined > 14.50 AND Age > 73.50 THEN class = Skin
Rule 525: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm > 3.50 AND Age <= 73.50 AND Lymph_Nodes_Examined <= 17.50 AND Age <= 28.50 THEN class = Skin
Rule 526: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm > 3.50 AND Age <= 73.50 AND Lymph_Nodes_Examined <= 17.50 AND Age > 28.50 THEN class = Prostate
Rule 527: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm > 3.50 AND Age <= 73.50 AND Lymph_Nodes_Examined > 17.50 THEN class = Leukemia
Rule 528: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm <= 7.80 AND Tumor_Size_cm > 1.22 AND Tumor_Size_cm > 3.50 AND Age > 73.50 THEN class = Colon
Rule 529: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm > 7.80 AND BMI <= 23.85 THEN class = Skin
Rule 530: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months <= 44.50 AND Tumor_Size_cm > 7.80 AND BMI > 23.85 THEN class = Breast
Rule 531: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months > 44.50 AND Age <= 32.00 THEN class = Lung
Rule 532: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months <= 50.50 AND Lymph_Nodes_Positive > 13.50 AND Survival_Months > 44.50 AND Age > 32.00 THEN class = Leukemia
Rule 533: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months > 50.50 AND BMI <= 24.85 AND Tumor_Size_cm <= 6.84 AND Age <= 41.00 THEN class = Colon
Rule 534: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months > 50.50 AND BMI <= 24.85 AND Tumor_Size_cm <= 6.84 AND Age > 41.00 THEN class = Breast
Rule 535: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months > 50.50 AND BMI <= 24.85 AND Tumor_Size_cm > 6.84 THEN class = Colon
Rule 536: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI <= 31.55 AND Survival_Months > 50.50 AND BMI > 24.85 THEN class = Skin
Rule 537: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI > 31.55 AND Survival_Months <= 32.50 AND Tumor_Size_cm <= 2.66 THEN class = Colon
Rule 538: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI > 31.55 AND Survival_Months <= 32.50 AND Tumor_Size_cm > 2.66 THEN class = Leukemia
Rule 539: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive <= 15.50 AND BMI > 31.55 AND Survival_Months > 32.50 THEN class = Colon
Rule 540: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm <= 4.41 AND Lymph_Nodes_Positive <= 17.50 AND Tumor_Size_cm <= 2.01 THEN class = Skin
Rule 541: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm <= 4.41 AND Lymph_Nodes_Positive <= 17.50 AND Tumor_Size_cm > 2.01 AND Survival_Months <= 24.00 THEN class = Lung
Rule 542: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm <= 4.41 AND Lymph_Nodes_Positive <= 17.50 AND Tumor_Size_cm > 2.01 AND Survival_Months > 24.00 THEN class = Colon
Rule 543: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm <= 4.41 AND Lymph_Nodes_Positive > 17.50 THEN class = Leukemia
Rule 544: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm > 4.41 AND Lymph_Nodes_Examined <= 17.50 THEN class = Prostate
Rule 545: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm > 4.41 AND Lymph_Nodes_Examined > 17.50 AND Survival_Months <= 36.00 THEN class = Breast
Rule 546: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm > 4.41 AND Lymph_Nodes_Examined > 17.50 AND Survival_Months > 36.00 AND BMI <= 25.40 THEN class = Breast
Rule 547: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI <= 31.75 AND Survival_Months > 9.50 AND Lymph_Nodes_Positive > 15.50 AND Tumor_Size_cm > 4.41 AND Lymph_Nodes_Examined > 17.50 AND Survival_Months > 36.00 AND BMI > 25.40 THEN class = Lung
Rule 548: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months <= 15.00 THEN class = Lung
Rule 549: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months > 15.00 AND Tumor_Size_cm <= 7.02 AND Lymph_Nodes_Examined <= 15.00 THEN class = Skin
Rule 550: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months > 15.00 AND Tumor_Size_cm <= 7.02 AND Lymph_Nodes_Examined > 15.00 AND BMI <= 32.70 THEN class = Leukemia
Rule 551: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months > 15.00 AND Tumor_Size_cm <= 7.02 AND Lymph_Nodes_Examined > 15.00 AND BMI > 32.70 THEN class = Prostate
Rule 552: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months > 15.00 AND Tumor_Size_cm > 7.02 AND Age <= 30.00 THEN class = Skin
Rule 553: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age <= 58.50 AND Survival_Months > 15.00 AND Tumor_Size_cm > 7.02 AND Age > 30.00 THEN class = Breast
Rule 554: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age > 58.50 AND Age <= 80.50 THEN class = Skin
Rule 555: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age > 58.50 AND Age > 80.50 AND Age <= 86.00 THEN class = Leukemia
Rule 556: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI <= 32.85 AND BMI > 31.75 AND Age > 58.50 AND Age > 80.50 AND Age > 86.00 THEN class = Skin
Rule 557: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI <= 33.50 AND Survival_Months <= 30.00 AND Tumor_Size_cm <= 3.16 THEN class = Leukemia
Rule 558: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI <= 33.50 AND Survival_Months <= 30.00 AND Tumor_Size_cm > 3.16 THEN class = Breast
Rule 559: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI <= 33.50 AND Survival_Months > 30.00 THEN class = Prostate
Rule 560: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI > 33.50 AND BMI <= 33.95 THEN class = Lung
Rule 561: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI > 33.50 AND BMI > 33.95 AND Age <= 32.00 THEN class = Colon
Rule 562: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI > 33.50 AND BMI > 33.95 AND Age > 32.00 AND Lymph_Nodes_Positive <= 10.00 THEN class = Breast
Rule 563: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI > 33.50 AND BMI > 33.95 AND Age > 32.00 AND Lymph_Nodes_Positive > 10.00 AND Age <= 40.00 THEN class = Breast
Rule 564: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI <= 34.35 AND BMI > 33.50 AND BMI > 33.95 AND Age > 32.00 AND Lymph_Nodes_Positive > 10.00 AND Age > 40.00 THEN class = Lung
Rule 565: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI <= 35.10 AND BMI > 34.35 THEN class = Breast
Rule 566: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI > 35.10 AND Age <= 76.00 AND Lymph_Nodes_Positive <= 5.00 THEN class = Prostate
Rule 567: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI > 35.10 AND Age <= 76.00 AND Lymph_Nodes_Positive > 5.00 THEN class = Leukemia
Rule 568: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm <= 8.36 AND BMI > 35.10 AND Age > 76.00 THEN class = Skin
Rule 569: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm > 8.36 AND Lymph_Nodes_Examined <= 17.00 THEN class = Lung
Rule 570: IF Age > 19.50 AND Survival_Months <= 51.50 AND Lymph_Nodes_Examined > 9.50 AND BMI > 32.85 AND Tumor_Size_cm > 8.36 AND Lymph_Nodes_Examined > 17.00 THEN class = Skin
Rule 571: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Positive <= 0.50 THEN class = Leukemia
Rule 572: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Positive > 0.50 AND Age <= 40.50 THEN class = Skin
Rule 573: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive <= 1.50 AND Lymph_Nodes_Positive > 0.50 AND Age > 40.50 THEN class = Lung
Rule 574: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive > 1.50 THEN class = Leukemia
Rule 575: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Examined <= 8.00 THEN class = Colon
Rule 576: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm <= 1.65 AND Lymph_Nodes_Positive > 2.50 AND Lymph_Nodes_Examined > 8.00 THEN class = Prostate
Rule 577: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm > 1.65 AND Tumor_Size_cm <= 2.12 THEN class = Prostate
Rule 578: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI <= 18.35 AND Tumor_Size_cm > 1.65 AND Tumor_Size_cm > 2.12 THEN class = Leukemia
Rule 579: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm <= 1.04 AND Age <= 24.00 THEN class = Colon
Rule 580: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm <= 1.04 AND Age > 24.00 THEN class = Skin
Rule 581: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm > 1.04 AND Age <= 42.00 AND Survival_Months <= 78.50 THEN class = Lung
Rule 582: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm > 1.04 AND Age <= 42.00 AND Survival_Months > 78.50 AND Lymph_Nodes_Examined <= 8.50 THEN class = Prostate
Rule 583: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm > 1.04 AND Age <= 42.00 AND Survival_Months > 78.50 AND Lymph_Nodes_Examined > 8.50 THEN class = Colon
Rule 584: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm > 1.04 AND Age > 42.00 AND Survival_Months <= 61.00 THEN class = Skin
Rule 585: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI <= 22.20 AND Tumor_Size_cm > 1.04 AND Age > 42.00 AND Survival_Months > 61.00 THEN class = Colon
Rule 586: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm <= 2.45 AND BMI > 18.35 AND BMI > 22.20 THEN class = Leukemia
Rule 587: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months <= 68.00 THEN class = Lung
Rule 588: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months > 68.00 THEN class = Leukemia
Rule 589: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI <= 20.55 AND Tumor_Size_cm <= 2.74 THEN class = Breast
Rule 590: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI <= 20.55 AND Tumor_Size_cm > 2.74 AND Tumor_Size_cm <= 3.15 THEN class = Skin
Rule 591: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI <= 20.55 AND Tumor_Size_cm > 2.74 AND Tumor_Size_cm > 3.15 AND Lymph_Nodes_Positive <= 2.50 THEN class = Colon
Rule 592: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI <= 20.55 AND Tumor_Size_cm > 2.74 AND Tumor_Size_cm > 3.15 AND Lymph_Nodes_Positive > 2.50 THEN class = Skin
Rule 593: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI > 20.55 AND BMI <= 21.35 THEN class = Lung
Rule 594: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months <= 67.50 AND BMI > 20.55 AND BMI > 21.35 THEN class = Prostate
Rule 595: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months <= 80.50 THEN class = Breast
Rule 596: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm <= 2.90 AND Age <= 55.50 THEN class = Breast
Rule 597: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm <= 2.90 AND Age > 55.50 THEN class = Prostate
Rule 598: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Positive <= 2.50 AND Tumor_Size_cm > 2.90 THEN class = Colon
Rule 599: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Positive > 2.50 AND Tumor_Size_cm <= 3.37 THEN class = Lung
Rule 600: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm <= 3.86 AND Tumor_Size_cm > 2.45 AND Lymph_Nodes_Examined > 0.50 AND Survival_Months > 67.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Positive > 2.50 AND Tumor_Size_cm > 3.37 THEN class = Breast
Rule 601: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months <= 52.50 THEN class = Prostate
Rule 602: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm <= 5.43 AND BMI <= 14.75 AND Survival_Months <= 63.00 THEN class = Colon
Rule 603: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm <= 5.43 AND BMI <= 14.75 AND Survival_Months > 63.00 THEN class = Prostate
Rule 604: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm <= 5.43 AND BMI > 14.75 AND Lymph_Nodes_Examined <= 4.00 THEN class = Skin
Rule 605: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm <= 5.43 AND BMI > 14.75 AND Lymph_Nodes_Examined > 4.00 AND Survival_Months <= 61.50 THEN class = Lung
Rule 606: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm <= 5.43 AND BMI > 14.75 AND Lymph_Nodes_Examined > 4.00 AND Survival_Months > 61.50 THEN class = Skin
Rule 607: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm > 5.43 AND BMI <= 18.50 THEN class = Lung
Rule 608: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI <= 21.40 AND Tumor_Size_cm > 5.43 AND BMI > 18.50 THEN class = Prostate
Rule 609: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI <= 21.90 AND BMI > 21.40 THEN class = Skin
Rule 610: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm <= 6.76 AND BMI > 21.90 THEN class = Colon
Rule 611: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm > 6.76 AND Tumor_Size_cm <= 7.38 AND Age <= 65.00 THEN class = Leukemia
Rule 612: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm > 6.76 AND Tumor_Size_cm <= 7.38 AND Age > 65.00 THEN class = Lung
Rule 613: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months <= 66.50 AND Tumor_Size_cm > 6.76 AND Tumor_Size_cm > 7.38 THEN class = Lung
Rule 614: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm <= 4.20 THEN class = Breast
Rule 615: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months <= 75.50 AND BMI <= 21.15 AND Lymph_Nodes_Examined <= 0.50 THEN class = Skin
Rule 616: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months <= 75.50 AND BMI <= 21.15 AND Lymph_Nodes_Examined > 0.50 THEN class = Breast
Rule 617: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months <= 75.50 AND BMI > 21.15 AND BMI <= 21.85 THEN class = Lung
Rule 618: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months <= 75.50 AND BMI > 21.15 AND BMI > 21.85 THEN class = Skin
Rule 619: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age <= 43.00 AND Age <= 33.00 AND Tumor_Size_cm <= 4.47 THEN class = Prostate
Rule 620: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age <= 43.00 AND Age <= 33.00 AND Tumor_Size_cm > 4.47 AND Tumor_Size_cm <= 5.97 THEN class = Lung
Rule 621: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age <= 43.00 AND Age <= 33.00 AND Tumor_Size_cm > 4.47 AND Tumor_Size_cm > 5.97 THEN class = Colon
Rule 622: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age <= 43.00 AND Age > 33.00 THEN class = Colon
Rule 623: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined <= 0.50 THEN class = Breast
Rule 624: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 3.50 AND Age <= 63.00 THEN class = Lung
Rule 625: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 3.50 AND Age > 63.00 AND Age <= 70.00 AND Tumor_Size_cm <= 6.70 THEN class = Prostate
Rule 626: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 3.50 AND Age > 63.00 AND Age <= 70.00 AND Tumor_Size_cm > 6.70 THEN class = Colon
Rule 627: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 3.50 AND Age > 63.00 AND Age > 70.00 THEN class = Lung
Rule 628: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Examined <= 5.00 THEN class = Lung
Rule 629: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Examined > 5.00 AND BMI <= 17.30 THEN class = Skin
Rule 630: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Examined > 5.00 AND BMI > 17.30 AND Tumor_Size_cm <= 5.68 THEN class = Leukemia
Rule 631: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months <= 93.50 AND Survival_Months > 66.50 AND Tumor_Size_cm > 4.20 AND Survival_Months > 75.50 AND Age > 43.00 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Examined > 5.00 AND BMI > 17.30 AND Tumor_Size_cm > 5.68 THEN class = Breast
Rule 632: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm <= 7.72 AND Survival_Months > 93.50 THEN class = Colon
Rule 633: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months <= 95.50 AND Tumor_Size_cm > 7.72 THEN class = Prostate
Rule 634: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI <= 17.25 THEN class = Leukemia
Rule 635: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI > 17.25 AND BMI <= 20.10 AND Age <= 76.00 THEN class = Skin
Rule 636: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI > 17.25 AND BMI <= 20.10 AND Age > 76.00 THEN class = Prostate
Rule 637: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI > 17.25 AND BMI > 20.10 AND Tumor_Size_cm <= 6.50 AND Age <= 44.50 THEN class = Lung
Rule 638: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI > 17.25 AND BMI > 20.10 AND Tumor_Size_cm <= 6.50 AND Age > 44.50 THEN class = Skin
Rule 639: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm <= 7.92 AND Survival_Months > 95.50 AND BMI > 17.25 AND BMI > 20.10 AND Tumor_Size_cm > 6.50 THEN class = Lung
Rule 640: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm > 7.92 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 4.50 AND Tumor_Size_cm <= 8.13 THEN class = Skin
Rule 641: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm > 7.92 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 4.50 AND Tumor_Size_cm > 8.13 THEN class = Prostate
Rule 642: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm > 7.92 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined > 4.50 THEN class = Lung
Rule 643: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months <= 100.50 AND Tumor_Size_cm > 3.86 AND Survival_Months > 52.50 AND Tumor_Size_cm > 7.92 AND Survival_Months > 76.00 THEN class = Skin
Rule 644: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm <= 1.93 THEN class = Skin
Rule 645: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age <= 32.50 AND Lymph_Nodes_Examined <= 5.00 THEN class = Leukemia
Rule 646: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age <= 32.50 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months <= 106.50 THEN class = Breast
Rule 647: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age <= 32.50 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 106.50 THEN class = Skin
Rule 648: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm <= 7.86 AND Survival_Months <= 106.50 THEN class = Colon
Rule 649: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm <= 7.86 AND Survival_Months > 106.50 AND Tumor_Size_cm <= 3.79 THEN class = Skin
Rule 650: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm <= 7.86 AND Survival_Months > 106.50 AND Tumor_Size_cm > 3.79 AND Age <= 61.50 THEN class = Colon
Rule 651: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm <= 7.86 AND Survival_Months > 106.50 AND Tumor_Size_cm > 3.79 AND Age > 61.50 AND Age <= 70.00 THEN class = Skin
Rule 652: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm <= 7.86 AND Survival_Months > 106.50 AND Tumor_Size_cm > 3.79 AND Age > 61.50 AND Age > 70.00 THEN class = Colon
Rule 653: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months <= 110.50 AND Tumor_Size_cm > 1.93 AND Age > 32.50 AND Tumor_Size_cm > 7.86 THEN class = Leukemia
Rule 654: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm <= 8.34 AND Survival_Months > 100.50 AND Survival_Months > 110.50 THEN class = Prostate
Rule 655: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI <= 20.55 AND Lymph_Nodes_Examined <= 1.50 THEN class = Prostate
Rule 656: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI <= 20.55 AND Lymph_Nodes_Examined > 1.50 AND Age <= 58.50 AND Age <= 41.00 THEN class = Breast
Rule 657: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI <= 20.55 AND Lymph_Nodes_Examined > 1.50 AND Age <= 58.50 AND Age > 41.00 THEN class = Leukemia
Rule 658: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI <= 20.55 AND Lymph_Nodes_Examined > 1.50 AND Age > 58.50 AND BMI <= 19.10 THEN class = Prostate
Rule 659: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI <= 20.55 AND Lymph_Nodes_Examined > 1.50 AND Age > 58.50 AND BMI > 19.10 THEN class = Breast
Rule 660: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months <= 69.00 AND BMI > 20.55 THEN class = Lung
Rule 661: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age <= 38.50 THEN class = Leukemia
Rule 662: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age <= 75.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 9.27 THEN class = Colon
Rule 663: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age <= 75.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 9.27 AND BMI <= 20.90 THEN class = Prostate
Rule 664: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age <= 75.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 9.27 AND BMI > 20.90 THEN class = Colon
Rule 665: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age <= 75.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm <= 8.90 THEN class = Colon
Rule 666: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age <= 75.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 8.90 THEN class = Leukemia
Rule 667: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months <= 101.00 AND Age > 75.50 THEN class = Leukemia
Rule 668: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months > 101.00 AND BMI <= 19.75 THEN class = Leukemia
Rule 669: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI <= 22.45 AND Tumor_Size_cm > 8.34 AND Survival_Months > 69.00 AND Age > 38.50 AND Survival_Months > 101.00 AND BMI > 19.75 THEN class = Prostate
Rule 670: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.16 AND Lymph_Nodes_Positive <= 2.50 THEN class = Lung
Rule 671: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.16 AND Lymph_Nodes_Positive > 2.50 AND Survival_Months <= 55.00 THEN class = Lung
Rule 672: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI <= 22.95 AND Tumor_Size_cm <= 8.16 AND Lymph_Nodes_Positive > 2.50 AND Survival_Months > 55.00 THEN class = Leukemia
Rule 673: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI <= 22.95 AND Tumor_Size_cm > 8.16 THEN class = Prostate
Rule 674: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI > 22.95 AND Lymph_Nodes_Examined <= 6.50 AND Age <= 71.00 THEN class = Colon
Rule 675: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI > 22.95 AND Lymph_Nodes_Examined <= 6.50 AND Age > 71.00 AND Survival_Months <= 55.50 THEN class = Prostate
Rule 676: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI > 22.95 AND Lymph_Nodes_Examined <= 6.50 AND Age > 71.00 AND Survival_Months > 55.50 THEN class = Lung
Rule 677: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months <= 66.50 AND BMI > 22.95 AND Lymph_Nodes_Examined > 6.50 THEN class = Leukemia
Rule 678: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 4.00 AND Age <= 28.00 THEN class = Colon
Rule 679: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 4.00 AND Age > 28.00 AND Age <= 61.50 AND Age <= 41.50 THEN class = Leukemia
Rule 680: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 4.00 AND Age > 28.00 AND Age <= 61.50 AND Age > 41.50 AND Age <= 58.50 THEN class = Skin
Rule 681: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 4.00 AND Age > 28.00 AND Age <= 61.50 AND Age > 41.50 AND Age > 58.50 THEN class = Leukemia
Rule 682: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 4.00 AND Age > 28.00 AND Age > 61.50 THEN class = Prostate
Rule 683: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 4.00 AND Tumor_Size_cm <= 1.33 AND BMI <= 22.80 THEN class = Colon
Rule 684: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 4.00 AND Tumor_Size_cm <= 1.33 AND BMI > 22.80 THEN class = Leukemia
Rule 685: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 4.00 AND Tumor_Size_cm > 1.33 AND Survival_Months <= 70.50 AND Tumor_Size_cm <= 6.94 THEN class = Prostate
Rule 686: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 4.00 AND Tumor_Size_cm > 1.33 AND Survival_Months <= 70.50 AND Tumor_Size_cm > 6.94 THEN class = Breast
Rule 687: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 4.00 AND Tumor_Size_cm > 1.33 AND Survival_Months > 70.50 THEN class = Breast
Rule 688: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI <= 22.95 AND Survival_Months <= 95.50 THEN class = Prostate
Rule 689: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI <= 22.95 AND Survival_Months > 95.50 AND Survival_Months <= 104.00 THEN class = Breast
Rule 690: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI <= 22.95 AND Survival_Months > 95.50 AND Survival_Months > 104.00 AND Lymph_Nodes_Examined <= 7.00 THEN class = Prostate
Rule 691: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI <= 22.95 AND Survival_Months > 95.50 AND Survival_Months > 104.00 AND Lymph_Nodes_Examined > 7.00 THEN class = Lung
Rule 692: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI > 22.95 AND Lymph_Nodes_Examined <= 5.00 THEN class = Prostate
Rule 693: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI > 22.95 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months <= 109.00 THEN class = Lung
Rule 694: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI > 22.95 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 109.00 AND Lymph_Nodes_Examined <= 12.50 THEN class = Skin
Rule 695: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI <= 23.35 AND Survival_Months > 66.50 AND Survival_Months > 80.50 AND BMI > 22.95 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 109.00 AND Lymph_Nodes_Examined > 12.50 THEN class = Lung
Rule 696: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI > 23.35 AND Tumor_Size_cm <= 2.94 THEN class = Breast
Rule 697: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI > 23.35 AND Tumor_Size_cm > 2.94 AND Survival_Months <= 57.50 THEN class = Skin
Rule 698: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months <= 111.50 AND BMI > 22.45 AND BMI > 23.35 AND Tumor_Size_cm > 2.94 AND Survival_Months > 57.50 THEN class = Lung
Rule 699: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months > 111.50 AND Tumor_Size_cm <= 6.58 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm <= 3.44 THEN class = Skin
Rule 700: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months > 111.50 AND Tumor_Size_cm <= 6.58 AND Lymph_Nodes_Positive <= 1.50 AND Tumor_Size_cm > 3.44 THEN class = Prostate
Rule 701: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months > 111.50 AND Tumor_Size_cm <= 6.58 AND Lymph_Nodes_Positive > 1.50 THEN class = Breast
Rule 702: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive <= 4.50 AND Survival_Months > 111.50 AND Tumor_Size_cm > 6.58 THEN class = Skin
Rule 703: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age <= 45.00 AND Age <= 26.00 THEN class = Leukemia
Rule 704: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age <= 45.00 AND Age > 26.00 AND Tumor_Size_cm <= 8.54 AND Age <= 34.50 AND BMI <= 18.20 THEN class = Breast
Rule 705: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age <= 45.00 AND Age > 26.00 AND Tumor_Size_cm <= 8.54 AND Age <= 34.50 AND BMI > 18.20 THEN class = Lung
Rule 706: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age <= 45.00 AND Age > 26.00 AND Tumor_Size_cm <= 8.54 AND Age > 34.50 THEN class = Breast
Rule 707: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age <= 45.00 AND Age > 26.00 AND Tumor_Size_cm > 8.54 THEN class = Colon
Rule 708: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined <= 7.50 AND Tumor_Size_cm <= 1.82 AND Survival_Months <= 64.50 THEN class = Lung
Rule 709: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined <= 7.50 AND Tumor_Size_cm <= 1.82 AND Survival_Months > 64.50 AND Lymph_Nodes_Positive <= 5.50 THEN class = Prostate
Rule 710: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined <= 7.50 AND Tumor_Size_cm <= 1.82 AND Survival_Months > 64.50 AND Lymph_Nodes_Positive > 5.50 THEN class = Colon
Rule 711: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined <= 7.50 AND Tumor_Size_cm > 1.82 AND Age <= 71.00 THEN class = Leukemia
Rule 712: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined <= 7.50 AND Tumor_Size_cm > 1.82 AND Age > 71.00 THEN class = Prostate
Rule 713: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined > 7.50 AND Survival_Months <= 70.50 THEN class = Prostate
Rule 714: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 92.50 AND Age > 45.00 AND Lymph_Nodes_Examined > 7.50 AND Survival_Months > 70.50 THEN class = Colon
Rule 715: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined <= 5.50 THEN class = Prostate
Rule 716: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined > 5.50 AND Tumor_Size_cm <= 9.14 AND Age <= 34.00 AND Tumor_Size_cm <= 6.79 THEN class = Leukemia
Rule 717: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined > 5.50 AND Tumor_Size_cm <= 9.14 AND Age <= 34.00 AND Tumor_Size_cm > 6.79 THEN class = Lung
Rule 718: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined > 5.50 AND Tumor_Size_cm <= 9.14 AND Age > 34.00 THEN class = Lung
Rule 719: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined > 5.50 AND Tumor_Size_cm > 9.14 AND Tumor_Size_cm <= 9.59 THEN class = Skin
Rule 720: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months <= 106.50 AND Lymph_Nodes_Examined > 5.50 AND Tumor_Size_cm > 9.14 AND Tumor_Size_cm > 9.59 THEN class = Lung
Rule 721: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months > 106.50 AND Tumor_Size_cm <= 3.23 AND Lymph_Nodes_Positive <= 6.00 THEN class = Lung
Rule 722: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months > 106.50 AND Tumor_Size_cm <= 3.23 AND Lymph_Nodes_Positive > 6.00 THEN class = Colon
Rule 723: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 92.50 AND Survival_Months > 106.50 AND Tumor_Size_cm > 3.23 THEN class = Leukemia
Rule 724: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm <= 1.97 AND Survival_Months <= 76.00 AND Lymph_Nodes_Positive <= 6.50 THEN class = Breast
Rule 725: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm <= 1.97 AND Survival_Months <= 76.00 AND Lymph_Nodes_Positive > 6.50 THEN class = Colon
Rule 726: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm <= 1.97 AND Survival_Months > 76.00 AND Lymph_Nodes_Positive <= 7.50 THEN class = Prostate
Rule 727: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm <= 1.97 AND Survival_Months > 76.00 AND Lymph_Nodes_Positive > 7.50 THEN class = Lung
Rule 728: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm > 1.97 AND BMI <= 11.75 THEN class = Prostate
Rule 729: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm > 1.97 AND BMI > 11.75 AND Survival_Months <= 93.50 THEN class = Lung
Rule 730: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm > 1.97 AND BMI > 11.75 AND Survival_Months > 93.50 AND Survival_Months <= 99.00 THEN class = Leukemia
Rule 731: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI <= 22.70 AND Tumor_Size_cm > 1.97 AND BMI > 11.75 AND Survival_Months > 93.50 AND Survival_Months > 99.00 THEN class = Lung
Rule 732: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive <= 13.50 AND BMI > 22.70 THEN class = Colon
Rule 733: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 26.50 AND Lymph_Nodes_Positive > 13.50 THEN class = Breast
Rule 734: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined <= 11.50 AND Lymph_Nodes_Examined <= 10.50 THEN class = Prostate
Rule 735: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined <= 11.50 AND Lymph_Nodes_Examined > 10.50 THEN class = Skin
Rule 736: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm <= 0.69 THEN class = Breast
Rule 737: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI <= 19.45 AND BMI <= 17.25 AND Lymph_Nodes_Positive <= 12.00 THEN class = Breast
Rule 738: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI <= 19.45 AND BMI <= 17.25 AND Lymph_Nodes_Positive > 12.00 THEN class = Skin
Rule 739: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI <= 19.45 AND BMI > 17.25 AND Age <= 29.50 THEN class = Skin
Rule 740: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI <= 19.45 AND BMI > 17.25 AND Age > 29.50 THEN class = Leukemia
Rule 741: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age <= 33.50 AND BMI <= 20.95 AND Tumor_Size_cm <= 3.90 THEN class = Colon
Rule 742: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age <= 33.50 AND BMI <= 20.95 AND Tumor_Size_cm > 3.90 THEN class = Prostate
Rule 743: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age <= 33.50 AND BMI > 20.95 THEN class = Skin
Rule 744: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined <= 14.00 AND Age <= 42.00 THEN class = Breast
Rule 745: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined <= 14.00 AND Age > 42.00 THEN class = Lung
Rule 746: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI <= 23.25 AND Lymph_Nodes_Examined <= 18.00 THEN class = Prostate
Rule 747: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI <= 23.25 AND Lymph_Nodes_Examined > 18.00 AND Age <= 38.00 AND Survival_Months <= 78.00 THEN class = Leukemia
Rule 748: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI <= 23.25 AND Lymph_Nodes_Examined > 18.00 AND Age <= 38.00 AND Survival_Months > 78.00 THEN class = Prostate
Rule 749: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI <= 23.25 AND Lymph_Nodes_Examined > 18.00 AND Age > 38.00 AND Lymph_Nodes_Positive <= 10.50 THEN class = Colon
Rule 750: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI <= 23.25 AND Lymph_Nodes_Examined > 18.00 AND Age > 38.00 AND Lymph_Nodes_Positive > 10.50 THEN class = Skin
Rule 751: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive <= 14.50 AND Age > 33.50 AND Lymph_Nodes_Examined > 14.00 AND BMI > 23.25 THEN class = Leukemia
Rule 752: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive <= 15.50 AND Lymph_Nodes_Positive > 14.50 THEN class = Colon
Rule 753: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive > 15.50 AND Age <= 35.00 THEN class = Leukemia
Rule 754: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age <= 46.50 AND Lymph_Nodes_Examined > 11.50 AND Tumor_Size_cm > 0.69 AND BMI > 19.45 AND Lymph_Nodes_Positive > 15.50 AND Age > 35.00 THEN class = Breast
Rule 755: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age <= 52.50 AND BMI <= 17.80 THEN class = Lung
Rule 756: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age <= 52.50 AND BMI > 17.80 AND Survival_Months <= 71.00 THEN class = Lung
Rule 757: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age <= 52.50 AND BMI > 17.80 AND Survival_Months > 71.00 THEN class = Prostate
Rule 758: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI <= 20.55 AND Lymph_Nodes_Positive <= 5.50 THEN class = Leukemia
Rule 759: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI <= 20.55 AND Lymph_Nodes_Positive > 5.50 AND Survival_Months <= 97.00 THEN class = Prostate
Rule 760: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI <= 20.55 AND Lymph_Nodes_Positive > 5.50 AND Survival_Months > 97.00 THEN class = Leukemia
Rule 761: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI > 20.55 AND Survival_Months <= 70.50 AND BMI <= 21.70 THEN class = Lung
Rule 762: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI > 20.55 AND Survival_Months <= 70.50 AND BMI > 21.70 THEN class = Prostate
Rule 763: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive <= 8.50 AND BMI > 20.55 AND Survival_Months > 70.50 THEN class = Skin
Rule 764: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive > 8.50 AND Survival_Months <= 100.50 AND Age <= 66.50 THEN class = Leukemia
Rule 765: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive > 8.50 AND Survival_Months <= 100.50 AND Age > 66.50 THEN class = Breast
Rule 766: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined <= 13.50 AND Lymph_Nodes_Positive > 8.50 AND Survival_Months > 100.50 THEN class = Breast
Rule 767: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm <= 3.73 AND Tumor_Size_cm <= 1.66 THEN class = Prostate
Rule 768: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm <= 3.73 AND Tumor_Size_cm > 1.66 THEN class = Lung
Rule 769: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 3.73 AND Tumor_Size_cm <= 4.99 THEN class = Breast
Rule 770: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 3.73 AND Tumor_Size_cm > 4.99 AND Lymph_Nodes_Examined <= 17.50 THEN class = Leukemia
Rule 771: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 3.73 AND Tumor_Size_cm > 4.99 AND Lymph_Nodes_Examined > 17.50 AND BMI <= 17.15 THEN class = Prostate
Rule 772: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 3.73 AND Tumor_Size_cm > 4.99 AND Lymph_Nodes_Examined > 17.50 AND BMI > 17.15 THEN class = Lung
Rule 773: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months > 94.50 AND Lymph_Nodes_Positive <= 17.50 THEN class = Prostate
Rule 774: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age <= 67.00 AND Survival_Months > 94.50 AND Lymph_Nodes_Positive > 17.50 THEN class = Skin
Rule 775: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age > 67.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm <= 6.72 THEN class = Colon
Rule 776: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age > 67.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 6.72 THEN class = Prostate
Rule 777: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm <= 7.12 AND Age > 46.50 AND Age > 52.50 AND Lymph_Nodes_Examined > 13.50 AND Age > 67.00 AND Lymph_Nodes_Examined > 17.50 THEN class = Lung
Rule 778: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm <= 7.30 AND Survival_Months <= 59.50 THEN class = Colon
Rule 779: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm <= 7.30 AND Survival_Months > 59.50 THEN class = Leukemia
Rule 780: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined <= 12.50 THEN class = Breast
Rule 781: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months <= 62.00 AND Age <= 38.00 THEN class = Prostate
Rule 782: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months <= 62.00 AND Age > 38.00 AND Age <= 49.50 THEN class = Colon
Rule 783: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months <= 62.00 AND Age > 38.00 AND Age > 49.50 THEN class = Lung
Rule 784: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months > 62.00 THEN class = Prostate
Rule 785: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined > 15.50 AND BMI <= 17.95 THEN class = Breast
Rule 786: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined > 15.50 AND BMI > 17.95 AND Survival_Months <= 76.50 THEN class = Colon
Rule 787: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm <= 9.03 AND Lymph_Nodes_Examined > 12.50 AND Lymph_Nodes_Examined > 15.50 AND BMI > 17.95 AND Survival_Months > 76.50 THEN class = Lung
Rule 788: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm <= 9.81 AND Tumor_Size_cm > 9.03 THEN class = Prostate
Rule 789: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm > 9.81 AND Lymph_Nodes_Positive <= 9.50 THEN class = Leukemia
Rule 790: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months <= 79.00 AND Tumor_Size_cm > 7.30 AND Tumor_Size_cm > 9.81 AND Lymph_Nodes_Positive > 9.50 THEN class = Colon
Rule 791: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI <= 22.20 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined <= 9.50 THEN class = Prostate
Rule 792: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI <= 22.20 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 8.00 AND Lymph_Nodes_Examined <= 12.00 THEN class = Leukemia
Rule 793: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI <= 22.20 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 8.00 AND Lymph_Nodes_Examined > 12.00 THEN class = Breast
Rule 794: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI <= 22.20 AND Lymph_Nodes_Positive <= 11.50 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 8.00 THEN class = Breast
Rule 795: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI <= 22.20 AND Lymph_Nodes_Positive > 11.50 THEN class = Leukemia
Rule 796: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI > 22.20 AND Age <= 36.00 THEN class = Leukemia
Rule 797: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm <= 9.42 AND BMI > 22.20 AND Age > 36.00 THEN class = Colon
Rule 798: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm > 9.42 AND Lymph_Nodes_Examined <= 13.50 THEN class = Skin
Rule 799: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months <= 106.50 AND Tumor_Size_cm > 9.42 AND Lymph_Nodes_Examined > 13.50 THEN class = Breast
Rule 800: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months > 106.50 AND Survival_Months <= 112.50 THEN class = Lung
Rule 801: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months > 106.50 AND Survival_Months > 112.50 AND Lymph_Nodes_Positive <= 9.50 THEN class = Skin
Rule 802: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI <= 22.85 AND Survival_Months > 79.00 AND Survival_Months > 106.50 AND Survival_Months > 112.50 AND Lymph_Nodes_Positive > 9.50 THEN class = Colon
Rule 803: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI <= 23.35 AND Tumor_Size_cm > 7.12 AND BMI > 22.85 THEN class = Leukemia
Rule 804: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age <= 77.50 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 26.50 AND BMI > 23.35 THEN class = Prostate
Rule 805: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months <= 58.50 AND Age <= 79.50 THEN class = Prostate
Rule 806: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months <= 58.50 AND Age > 79.50 THEN class = Colon
Rule 807: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm <= 1.30 AND BMI <= 22.10 THEN class = Prostate
Rule 808: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm <= 1.30 AND BMI > 22.10 THEN class = Colon
Rule 809: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined <= 13.50 THEN class = Leukemia
Rule 810: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined > 13.50 AND Lymph_Nodes_Examined <= 16.50 AND Tumor_Size_cm <= 4.51 THEN class = Prostate
Rule 811: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined > 13.50 AND Lymph_Nodes_Examined <= 16.50 AND Tumor_Size_cm > 4.51 AND BMI <= 20.35 THEN class = Colon
Rule 812: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined > 13.50 AND Lymph_Nodes_Examined <= 16.50 AND Tumor_Size_cm > 4.51 AND BMI > 20.35 THEN class = Lung
Rule 813: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined > 13.50 AND Lymph_Nodes_Examined > 16.50 AND Survival_Months <= 73.00 THEN class = Prostate
Rule 814: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI <= 22.55 AND Lymph_Nodes_Examined > 13.50 AND Lymph_Nodes_Examined > 16.50 AND Survival_Months > 73.00 THEN class = Leukemia
Rule 815: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age <= 80.50 AND Tumor_Size_cm > 1.30 AND BMI > 22.55 THEN class = Prostate
Rule 816: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm <= 5.46 AND Lymph_Nodes_Positive <= 10.50 AND Lymph_Nodes_Positive <= 9.50 AND Survival_Months <= 107.50 AND Lymph_Nodes_Examined <= 17.50 THEN class = Breast
Rule 817: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm <= 5.46 AND Lymph_Nodes_Positive <= 10.50 AND Lymph_Nodes_Positive <= 9.50 AND Survival_Months <= 107.50 AND Lymph_Nodes_Examined > 17.50 THEN class = Colon
Rule 818: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm <= 5.46 AND Lymph_Nodes_Positive <= 10.50 AND Lymph_Nodes_Positive <= 9.50 AND Survival_Months > 107.50 THEN class = Prostate
Rule 819: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm <= 5.46 AND Lymph_Nodes_Positive <= 10.50 AND Lymph_Nodes_Positive > 9.50 THEN class = Prostate
Rule 820: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm <= 5.46 AND Lymph_Nodes_Positive > 10.50 THEN class = Skin
Rule 821: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months <= 73.50 THEN class = Prostate
Rule 822: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months > 73.50 AND BMI <= 22.40 AND Lymph_Nodes_Examined <= 3.50 THEN class = Lung
Rule 823: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months > 73.50 AND BMI <= 22.40 AND Lymph_Nodes_Examined > 3.50 THEN class = Colon
Rule 824: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined <= 4.50 AND Survival_Months > 73.50 AND BMI > 22.40 THEN class = Leukemia
Rule 825: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm <= 9.03 AND Survival_Months <= 87.00 AND Survival_Months <= 71.00 THEN class = Leukemia
Rule 826: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm <= 9.03 AND Survival_Months <= 87.00 AND Survival_Months > 71.00 THEN class = Breast
Rule 827: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm <= 9.03 AND Survival_Months > 87.00 THEN class = Leukemia
Rule 828: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm > 9.03 AND BMI <= 19.95 AND Survival_Months <= 64.00 THEN class = Leukemia
Rule 829: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm > 9.03 AND BMI <= 19.95 AND Survival_Months > 64.00 THEN class = Skin
Rule 830: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age <= 85.50 AND Age > 77.50 AND Survival_Months > 58.50 AND Age > 80.50 AND Tumor_Size_cm > 5.46 AND Lymph_Nodes_Examined > 4.50 AND Tumor_Size_cm > 9.03 AND BMI > 19.95 THEN class = Prostate
Rule 831: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI <= 19.25 AND Tumor_Size_cm <= 1.52 THEN class = Skin
Rule 832: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI <= 19.25 AND Tumor_Size_cm > 1.52 AND Survival_Months <= 96.50 AND Tumor_Size_cm <= 6.07 THEN class = Prostate
Rule 833: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI <= 19.25 AND Tumor_Size_cm > 1.52 AND Survival_Months <= 96.50 AND Tumor_Size_cm > 6.07 THEN class = Colon
Rule 834: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI <= 19.25 AND Tumor_Size_cm > 1.52 AND Survival_Months > 96.50 THEN class = Colon
Rule 835: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm <= 5.47 AND BMI <= 19.95 THEN class = Lung
Rule 836: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm <= 5.47 AND BMI > 19.95 AND Tumor_Size_cm <= 0.93 THEN class = Colon
Rule 837: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm <= 5.47 AND BMI > 19.95 AND Tumor_Size_cm > 0.93 THEN class = Skin
Rule 838: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm > 5.47 AND Tumor_Size_cm <= 8.80 THEN class = Colon
Rule 839: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm > 5.47 AND Tumor_Size_cm > 8.80 AND Tumor_Size_cm <= 9.49 THEN class = Skin
Rule 840: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age <= 88.50 AND Tumor_Size_cm > 5.47 AND Tumor_Size_cm > 8.80 AND Tumor_Size_cm > 9.49 THEN class = Colon
Rule 841: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age > 88.50 AND Tumor_Size_cm <= 8.14 THEN class = Prostate
Rule 842: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI <= 23.05 AND Age > 88.50 AND Tumor_Size_cm > 8.14 THEN class = Lung
Rule 843: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months <= 115.50 AND Age > 85.50 AND BMI > 19.25 AND BMI > 23.05 THEN class = Skin
Rule 844: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI <= 16.10 AND Age <= 74.00 THEN class = Breast
Rule 845: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI <= 16.10 AND Age > 74.00 THEN class = Colon
Rule 846: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 21.30 THEN class = Leukemia
Rule 847: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 21.30 AND BMI <= 23.00 AND Age <= 64.50 THEN class = Lung
Rule 848: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 21.30 AND BMI <= 23.00 AND Age > 64.50 AND Lymph_Nodes_Examined <= 11.50 THEN class = Breast
Rule 849: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 21.30 AND BMI <= 23.00 AND Age > 64.50 AND Lymph_Nodes_Examined > 11.50 THEN class = Colon
Rule 850: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 21.30 AND BMI > 23.00 THEN class = Leukemia
Rule 851: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive > 5.50 AND BMI <= 21.00 THEN class = Skin
Rule 852: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive > 5.50 AND BMI > 21.00 AND BMI <= 22.70 THEN class = Leukemia
Rule 853: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive > 5.50 AND BMI > 21.00 AND BMI > 22.70 AND Lymph_Nodes_Examined <= 11.00 THEN class = Skin
Rule 854: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI <= 23.55 AND Survival_Months > 115.50 AND BMI > 16.10 AND Lymph_Nodes_Positive > 5.50 AND BMI > 21.00 AND BMI > 22.70 AND Lymph_Nodes_Examined > 11.00 THEN class = Colon
Rule 855: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive <= 1.50 AND BMI <= 37.85 AND Age <= 54.00 AND BMI <= 27.85 THEN class = Leukemia
Rule 856: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive <= 1.50 AND BMI <= 37.85 AND Age <= 54.00 AND BMI > 27.85 THEN class = Skin
Rule 857: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive <= 1.50 AND BMI <= 37.85 AND Age > 54.00 THEN class = Skin
Rule 858: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive <= 1.50 AND BMI > 37.85 THEN class = Colon
Rule 859: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive > 1.50 AND Age <= 76.50 AND Survival_Months <= 61.50 THEN class = Skin
Rule 860: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive > 1.50 AND Age <= 76.50 AND Survival_Months > 61.50 THEN class = Lung
Rule 861: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm <= 0.90 AND Lymph_Nodes_Positive > 1.50 AND Age > 76.50 THEN class = Prostate
Rule 862: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age <= 33.00 AND Survival_Months <= 75.50 THEN class = Skin
Rule 863: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age <= 33.00 AND Survival_Months > 75.50 AND Lymph_Nodes_Examined <= 1.50 THEN class = Skin
Rule 864: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age <= 33.00 AND Survival_Months > 75.50 AND Lymph_Nodes_Examined > 1.50 AND Lymph_Nodes_Examined <= 5.50 THEN class = Prostate
Rule 865: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age <= 33.00 AND Survival_Months > 75.50 AND Lymph_Nodes_Examined > 1.50 AND Lymph_Nodes_Examined > 5.50 THEN class = Lung
Rule 866: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm <= 0.96 THEN class = Breast
Rule 867: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age <= 60.50 AND Survival_Months <= 64.00 THEN class = Breast
Rule 868: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age <= 60.50 AND Survival_Months > 64.00 AND Lymph_Nodes_Examined <= 0.50 THEN class = Breast
Rule 869: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age <= 60.50 AND Survival_Months > 64.00 AND Lymph_Nodes_Examined > 0.50 THEN class = Prostate
Rule 870: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI <= 27.15 AND Tumor_Size_cm <= 1.08 THEN class = Leukemia
Rule 871: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI <= 27.15 AND Tumor_Size_cm > 1.08 AND BMI <= 25.95 AND Tumor_Size_cm <= 1.12 THEN class = Prostate
Rule 872: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI <= 27.15 AND Tumor_Size_cm > 1.08 AND BMI <= 25.95 AND Tumor_Size_cm > 1.12 AND Age <= 79.00 THEN class = Breast
Rule 873: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI <= 27.15 AND Tumor_Size_cm > 1.08 AND BMI <= 25.95 AND Tumor_Size_cm > 1.12 AND Age > 79.00 THEN class = Lung
Rule 874: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI <= 27.15 AND Tumor_Size_cm > 1.08 AND BMI > 25.95 THEN class = Skin
Rule 875: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive <= 3.50 AND Tumor_Size_cm > 0.90 AND Age > 33.00 AND Tumor_Size_cm > 0.96 AND Age > 60.50 AND BMI > 27.15 THEN class = Leukemia
Rule 876: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm <= 0.67 THEN class = Leukemia
Rule 877: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age <= 27.50 THEN class = Skin
Rule 878: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age <= 40.50 AND Age <= 33.50 THEN class = Leukemia
Rule 879: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age <= 40.50 AND Age > 33.50 THEN class = Colon
Rule 880: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI <= 26.15 AND Age <= 69.50 THEN class = Leukemia
Rule 881: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI <= 26.15 AND Age > 69.50 AND Survival_Months <= 63.00 THEN class = Lung
Rule 882: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI <= 26.15 AND Age > 69.50 AND Survival_Months > 63.00 THEN class = Skin
Rule 883: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI > 26.15 AND Age <= 48.00 AND Age <= 43.00 THEN class = Prostate
Rule 884: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI > 26.15 AND Age <= 48.00 AND Age > 43.00 THEN class = Lung
Rule 885: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI > 26.15 AND Age > 48.00 AND Lymph_Nodes_Examined <= 17.00 THEN class = Colon
Rule 886: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months <= 84.50 AND BMI > 26.15 AND Age > 48.00 AND Lymph_Nodes_Examined > 17.00 THEN class = Skin
Rule 887: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months > 84.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months <= 92.50 THEN class = Breast
Rule 888: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months > 84.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months > 92.50 AND BMI <= 26.50 THEN class = Colon
Rule 889: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months > 84.50 AND Lymph_Nodes_Examined <= 15.50 AND Survival_Months > 92.50 AND BMI > 26.50 THEN class = Leukemia
Rule 890: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months > 84.50 AND Lymph_Nodes_Examined > 15.50 AND Survival_Months <= 96.50 THEN class = Lung
Rule 891: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months <= 100.50 AND Lymph_Nodes_Positive > 3.50 AND Tumor_Size_cm > 0.67 AND Age > 27.50 AND Age > 40.50 AND Survival_Months > 84.50 AND Lymph_Nodes_Examined > 15.50 AND Survival_Months > 96.50 THEN class = Breast
Rule 892: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive <= 0.50 AND BMI <= 24.25 THEN class = Breast
Rule 893: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive <= 0.50 AND BMI > 24.25 AND BMI <= 28.45 THEN class = Lung
Rule 894: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive <= 0.50 AND BMI > 24.25 AND BMI > 28.45 AND BMI <= 30.00 THEN class = Breast
Rule 895: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive <= 0.50 AND BMI > 24.25 AND BMI > 28.45 AND BMI > 30.00 AND Tumor_Size_cm <= 1.04 THEN class = Colon
Rule 896: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive <= 0.50 AND BMI > 24.25 AND BMI > 28.45 AND BMI > 30.00 AND Tumor_Size_cm > 1.04 THEN class = Lung
Rule 897: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 26.45 AND Survival_Months <= 107.50 AND Survival_Months <= 102.00 THEN class = Prostate
Rule 898: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 26.45 AND Survival_Months <= 107.50 AND Survival_Months > 102.00 THEN class = Leukemia
Rule 899: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 26.45 AND Survival_Months > 107.50 AND Tumor_Size_cm <= 1.53 THEN class = Prostate
Rule 900: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI <= 26.45 AND Survival_Months > 107.50 AND Tumor_Size_cm > 1.53 THEN class = Lung
Rule 901: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive <= 1.50 THEN class = Skin
Rule 902: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI <= 31.50 AND Tumor_Size_cm <= 0.82 THEN class = Colon
Rule 903: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI <= 31.50 AND Tumor_Size_cm > 0.82 AND Lymph_Nodes_Examined <= 11.00 THEN class = Lung
Rule 904: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI <= 31.50 AND Tumor_Size_cm > 0.82 AND Lymph_Nodes_Examined > 11.00 AND Age <= 58.50 THEN class = Lung
Rule 905: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI <= 31.50 AND Tumor_Size_cm > 0.82 AND Lymph_Nodes_Examined > 11.00 AND Age > 58.50 THEN class = Skin
Rule 906: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI > 31.50 AND Lymph_Nodes_Examined <= 14.00 THEN class = Leukemia
Rule 907: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm <= 1.61 AND Survival_Months > 100.50 AND Lymph_Nodes_Positive > 0.50 AND BMI > 26.45 AND Lymph_Nodes_Positive > 1.50 AND BMI > 31.50 AND Lymph_Nodes_Examined > 14.00 THEN class = Colon
Rule 908: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months <= 65.00 THEN class = Leukemia
Rule 909: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months > 65.00 AND Age <= 34.50 THEN class = Lung
Rule 910: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months > 65.00 AND Age > 34.50 THEN class = Breast
Rule 911: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age <= 43.00 AND Tumor_Size_cm <= 4.94 AND BMI <= 24.15 THEN class = Colon
Rule 912: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age <= 43.00 AND Tumor_Size_cm <= 4.94 AND BMI > 24.15 AND Tumor_Size_cm <= 3.19 THEN class = Skin
Rule 913: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age <= 43.00 AND Tumor_Size_cm <= 4.94 AND BMI > 24.15 AND Tumor_Size_cm > 3.19 THEN class = Lung
Rule 914: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age <= 43.00 AND Tumor_Size_cm > 4.94 THEN class = Colon
Rule 915: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age <= 58.50 THEN class = Lung
Rule 916: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm <= 2.33 THEN class = Colon
Rule 917: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined <= 1.50 THEN class = Skin
Rule 918: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months <= 107.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI <= 24.20 THEN class = Leukemia
Rule 919: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months <= 107.00 AND Lymph_Nodes_Positive <= 1.50 AND BMI > 24.20 THEN class = Breast
Rule 920: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months <= 107.00 AND Lymph_Nodes_Positive > 1.50 AND Age <= 66.50 THEN class = Leukemia
Rule 921: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months <= 107.00 AND Lymph_Nodes_Positive > 1.50 AND Age > 66.50 THEN class = Colon
Rule 922: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm <= 9.38 AND Age > 43.00 AND Age > 58.50 AND Tumor_Size_cm > 2.33 AND Lymph_Nodes_Examined > 1.50 AND Survival_Months > 107.00 THEN class = Prostate
Rule 923: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined <= 2.50 AND Tumor_Size_cm > 9.38 THEN class = Prostate
Rule 924: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI <= 23.65 AND Age <= 47.50 THEN class = Lung
Rule 925: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI <= 23.65 AND Age > 47.50 THEN class = Prostate
Rule 926: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined <= 3.50 THEN class = Breast
Rule 927: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 94.50 AND Lymph_Nodes_Examined <= 8.50 THEN class = Colon
Rule 928: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months <= 94.50 AND Lymph_Nodes_Examined > 8.50 THEN class = Prostate
Rule 929: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months > 94.50 AND Lymph_Nodes_Examined <= 5.50 THEN class = Prostate
Rule 930: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months > 94.50 AND Lymph_Nodes_Examined > 5.50 AND Age <= 72.00 THEN class = Breast
Rule 931: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined <= 9.50 AND Lymph_Nodes_Examined > 3.50 AND Survival_Months > 94.50 AND Lymph_Nodes_Examined > 5.50 AND Age > 72.00 THEN class = Colon
Rule 932: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive <= 1.50 THEN class = Prostate
Rule 933: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive > 1.50 AND Age <= 35.00 THEN class = Lung
Rule 934: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 2.50 AND Lymph_Nodes_Positive > 1.50 AND Age > 35.00 THEN class = Leukemia
Rule 935: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI <= 24.55 AND BMI > 23.65 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 2.50 THEN class = Breast
Rule 936: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive <= 7.50 AND Lymph_Nodes_Examined <= 14.00 AND Lymph_Nodes_Examined <= 8.50 AND Tumor_Size_cm <= 3.02 AND Survival_Months <= 75.50 THEN class = Skin
Rule 937: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive <= 7.50 AND Lymph_Nodes_Examined <= 14.00 AND Lymph_Nodes_Examined <= 8.50 AND Tumor_Size_cm <= 3.02 AND Survival_Months > 75.50 THEN class = Leukemia
Rule 938: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive <= 7.50 AND Lymph_Nodes_Examined <= 14.00 AND Lymph_Nodes_Examined <= 8.50 AND Tumor_Size_cm > 3.02 THEN class = Breast
Rule 939: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive <= 7.50 AND Lymph_Nodes_Examined <= 14.00 AND Lymph_Nodes_Examined > 8.50 THEN class = Colon
Rule 940: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive <= 7.50 AND Lymph_Nodes_Examined > 14.00 THEN class = Leukemia
Rule 941: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive > 7.50 AND Age <= 27.50 THEN class = Prostate
Rule 942: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive > 7.50 AND Age > 27.50 AND Age <= 39.00 THEN class = Skin
Rule 943: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive > 7.50 AND Age > 27.50 AND Age > 39.00 AND Survival_Months <= 108.50 THEN class = Lung
Rule 944: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age <= 48.00 AND Lymph_Nodes_Positive > 7.50 AND Age > 27.50 AND Age > 39.00 AND Survival_Months > 108.50 THEN class = Skin
Rule 945: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive <= 4.50 AND BMI <= 25.10 AND Age <= 79.50 THEN class = Prostate
Rule 946: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive <= 4.50 AND BMI <= 25.10 AND Age > 79.50 THEN class = Skin
Rule 947: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive <= 4.50 AND BMI > 25.10 AND Age <= 71.50 AND Lymph_Nodes_Examined <= 14.00 THEN class = Breast
Rule 948: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive <= 4.50 AND BMI > 25.10 AND Age <= 71.50 AND Lymph_Nodes_Examined > 14.00 THEN class = Lung
Rule 949: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive <= 4.50 AND BMI > 25.10 AND Age > 71.50 THEN class = Leukemia
Rule 950: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 15.50 AND Age <= 69.50 THEN class = Breast
Rule 951: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 15.50 AND Age > 69.50 AND Lymph_Nodes_Positive <= 7.00 THEN class = Skin
Rule 952: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined <= 15.50 AND Age > 69.50 AND Lymph_Nodes_Positive > 7.00 THEN class = Prostate
Rule 953: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm <= 5.89 AND BMI > 24.55 AND Age > 48.00 AND Lymph_Nodes_Positive > 4.50 AND Lymph_Nodes_Examined > 15.50 THEN class = Breast
Rule 954: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm <= 6.30 AND Tumor_Size_cm <= 6.12 AND Lymph_Nodes_Positive <= 2.50 THEN class = Skin
Rule 955: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm <= 6.30 AND Tumor_Size_cm <= 6.12 AND Lymph_Nodes_Positive > 2.50 THEN class = Leukemia
Rule 956: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm <= 6.30 AND Tumor_Size_cm > 6.12 THEN class = Colon
Rule 957: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm > 6.30 AND BMI <= 24.75 AND Tumor_Size_cm <= 6.60 THEN class = Skin
Rule 958: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm > 6.30 AND BMI <= 24.75 AND Tumor_Size_cm > 6.60 AND BMI <= 24.30 AND Age <= 45.00 THEN class = Prostate
Rule 959: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm > 6.30 AND BMI <= 24.75 AND Tumor_Size_cm > 6.60 AND BMI <= 24.30 AND Age > 45.00 THEN class = Leukemia
Rule 960: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm > 6.30 AND BMI <= 24.75 AND Tumor_Size_cm > 6.60 AND BMI > 24.30 THEN class = Breast
Rule 961: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive <= 11.00 AND Tumor_Size_cm > 5.89 AND Tumor_Size_cm > 6.30 AND BMI > 24.75 THEN class = Prostate
Rule 962: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI <= 23.80 THEN class = Breast
Rule 963: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI > 23.80 AND Survival_Months <= 55.00 THEN class = Colon
Rule 964: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI > 23.80 AND Survival_Months > 55.00 AND BMI <= 24.85 THEN class = Lung
Rule 965: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI > 23.80 AND Survival_Months > 55.00 AND BMI > 24.85 AND Lymph_Nodes_Positive <= 12.50 THEN class = Lung
Rule 966: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI > 23.80 AND Survival_Months > 55.00 AND BMI > 24.85 AND Lymph_Nodes_Positive > 12.50 AND Tumor_Size_cm <= 6.44 THEN class = Colon
Rule 967: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age <= 66.00 AND BMI > 23.80 AND Survival_Months > 55.00 AND BMI > 24.85 AND Lymph_Nodes_Positive > 12.50 AND Tumor_Size_cm > 6.44 THEN class = Lung
Rule 968: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age > 66.00 AND Tumor_Size_cm <= 3.02 THEN class = Colon
Rule 969: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age <= 80.50 AND Lymph_Nodes_Positive > 11.00 AND Age > 66.00 AND Tumor_Size_cm > 3.02 THEN class = Breast
Rule 970: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months <= 94.50 AND Tumor_Size_cm <= 2.52 THEN class = Leukemia
Rule 971: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 2.52 AND Age <= 88.50 THEN class = Colon
Rule 972: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months <= 94.50 AND Tumor_Size_cm > 2.52 AND Age > 88.50 THEN class = Lung
Rule 973: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months > 94.50 AND BMI <= 25.10 THEN class = Skin
Rule 974: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months > 94.50 AND BMI > 25.10 AND Tumor_Size_cm <= 6.11 AND Lymph_Nodes_Positive <= 3.00 THEN class = Prostate
Rule 975: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months > 94.50 AND BMI > 25.10 AND Tumor_Size_cm <= 6.11 AND Lymph_Nodes_Positive > 3.00 THEN class = Leukemia
Rule 976: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm <= 7.18 AND Age > 80.50 AND Survival_Months > 94.50 AND BMI > 25.10 AND Tumor_Size_cm > 6.11 THEN class = Lung
Rule 977: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months <= 67.50 THEN class = Lung
Rule 978: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined <= 3.50 AND Survival_Months > 67.50 THEN class = Leukemia
Rule 979: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 9.50 AND BMI <= 25.05 AND Lymph_Nodes_Examined <= 6.00 THEN class = Skin
Rule 980: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 9.50 AND BMI <= 25.05 AND Lymph_Nodes_Examined > 6.00 THEN class = Prostate
Rule 981: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 9.50 AND BMI > 25.05 AND Lymph_Nodes_Positive <= 2.00 THEN class = Skin
Rule 982: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 9.50 AND BMI > 25.05 AND Lymph_Nodes_Positive > 2.00 AND Lymph_Nodes_Positive <= 4.00 THEN class = Lung
Rule 983: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 9.50 AND BMI > 25.05 AND Lymph_Nodes_Positive > 2.00 AND Lymph_Nodes_Positive > 4.00 THEN class = Breast
Rule 984: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined > 9.50 AND Tumor_Size_cm <= 8.73 THEN class = Breast
Rule 985: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined > 9.50 AND Tumor_Size_cm > 8.73 THEN class = Lung
Rule 986: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined <= 15.00 AND Survival_Months > 76.00 THEN class = Leukemia
Rule 987: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months <= 80.50 AND Lymph_Nodes_Examined > 15.00 THEN class = Leukemia
Rule 988: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age <= 34.50 THEN class = Breast
Rule 989: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined <= 12.00 AND BMI <= 24.90 THEN class = Leukemia
Rule 990: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined <= 12.00 AND BMI > 24.90 THEN class = Breast
Rule 991: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined > 12.00 AND Survival_Months <= 93.00 AND Tumor_Size_cm <= 7.55 THEN class = Breast
Rule 992: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined > 12.00 AND Survival_Months <= 93.00 AND Tumor_Size_cm > 7.55 THEN class = Colon
Rule 993: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined > 12.00 AND Survival_Months > 93.00 AND Survival_Months <= 110.50 THEN class = Skin
Rule 994: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm <= 8.65 AND Lymph_Nodes_Examined > 12.00 AND Survival_Months > 93.00 AND Survival_Months > 110.50 THEN class = Lung
Rule 995: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm > 8.65 AND BMI <= 24.45 AND BMI <= 24.10 AND Survival_Months <= 97.50 AND Age <= 43.00 THEN class = Leukemia
Rule 996: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm > 8.65 AND BMI <= 24.45 AND BMI <= 24.10 AND Survival_Months <= 97.50 AND Age > 43.00 THEN class = Colon
Rule 997: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm > 8.65 AND BMI <= 24.45 AND BMI <= 24.10 AND Survival_Months > 97.50 THEN class = Breast
Rule 998: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm > 8.65 AND BMI <= 24.45 AND BMI > 24.10 THEN class = Lung
Rule 999: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive <= 14.00 AND Survival_Months > 80.50 AND Age > 34.50 AND Tumor_Size_cm > 8.65 AND BMI > 24.45 THEN class = Breast
Rule 1000: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive > 14.00 AND Lymph_Nodes_Positive <= 17.50 AND Age <= 34.00 THEN class = Leukemia
Rule 1001: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive > 14.00 AND Lymph_Nodes_Positive <= 17.50 AND Age > 34.00 AND BMI <= 25.65 THEN class = Colon
Rule 1002: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive > 14.00 AND Lymph_Nodes_Positive <= 17.50 AND Age > 34.00 AND BMI > 25.65 THEN class = Leukemia
Rule 1003: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI <= 25.75 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Examined > 2.50 AND Tumor_Size_cm > 7.18 AND Lymph_Nodes_Examined > 3.50 AND Lymph_Nodes_Positive > 14.00 AND Lymph_Nodes_Positive > 17.50 THEN class = Prostate
Rule 1004: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI <= 26.05 THEN class = Leukemia
Rule 1005: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined <= 2.50 AND BMI <= 28.90 THEN class = Leukemia
Rule 1006: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined <= 2.50 AND BMI > 28.90 AND Survival_Months <= 53.50 THEN class = Colon
Rule 1007: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined <= 2.50 AND BMI > 28.90 AND Survival_Months > 53.50 THEN class = Breast
Rule 1008: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 29.75 THEN class = Lung
Rule 1009: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined <= 4.50 AND Lymph_Nodes_Examined > 2.50 AND BMI > 29.75 THEN class = Breast
Rule 1010: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm <= 3.27 AND Age <= 39.00 THEN class = Colon
Rule 1011: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm <= 3.27 AND Age > 39.00 AND BMI <= 29.75 THEN class = Skin
Rule 1012: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm <= 3.27 AND Age > 39.00 AND BMI > 29.75 THEN class = Breast
Rule 1013: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm > 3.27 AND Lymph_Nodes_Positive <= 3.00 THEN class = Prostate
Rule 1014: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm > 3.27 AND Lymph_Nodes_Positive > 3.00 AND Age <= 27.00 THEN class = Breast
Rule 1015: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm > 3.27 AND Lymph_Nodes_Positive > 3.00 AND Age > 27.00 AND Tumor_Size_cm <= 3.67 AND Age <= 30.50 THEN class = Prostate
Rule 1016: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm > 3.27 AND Lymph_Nodes_Positive > 3.00 AND Age > 27.00 AND Tumor_Size_cm <= 3.67 AND Age > 30.50 THEN class = Lung
Rule 1017: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm <= 4.50 AND Tumor_Size_cm > 3.27 AND Lymph_Nodes_Positive > 3.00 AND Age > 27.00 AND Tumor_Size_cm > 3.67 THEN class = Leukemia
Rule 1018: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm > 4.50 AND BMI <= 30.35 AND Lymph_Nodes_Positive <= 5.50 THEN class = Breast
Rule 1019: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm > 4.50 AND BMI <= 30.35 AND Lymph_Nodes_Positive > 5.50 AND Lymph_Nodes_Examined <= 6.50 THEN class = Prostate
Rule 1020: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm > 4.50 AND BMI <= 30.35 AND Lymph_Nodes_Positive > 5.50 AND Lymph_Nodes_Examined > 6.50 THEN class = Breast
Rule 1021: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months <= 59.00 AND Tumor_Size_cm > 4.50 AND BMI > 30.35 THEN class = Lung
Rule 1022: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months > 59.00 AND Tumor_Size_cm <= 6.31 THEN class = Colon
Rule 1023: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months <= 62.50 AND Survival_Months > 59.00 AND Tumor_Size_cm > 6.31 THEN class = Breast
Rule 1024: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm <= 6.89 AND Lymph_Nodes_Examined > 4.50 AND Survival_Months > 62.50 THEN class = Breast
Rule 1025: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months <= 55.00 THEN class = Breast
Rule 1026: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI <= 26.40 AND Survival_Months <= 60.00 THEN class = Skin
Rule 1027: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI <= 26.40 AND Survival_Months > 60.00 THEN class = Breast
Rule 1028: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI > 26.40 AND Age <= 56.00 THEN class = Prostate
Rule 1029: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI > 26.40 AND Age > 56.00 AND BMI <= 30.50 AND Lymph_Nodes_Examined <= 4.00 THEN class = Breast
Rule 1030: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI > 26.40 AND Age > 56.00 AND BMI <= 30.50 AND Lymph_Nodes_Examined > 4.00 THEN class = Prostate
Rule 1031: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm <= 8.16 AND Tumor_Size_cm > 6.89 AND Survival_Months > 55.00 AND BMI > 26.40 AND Age > 56.00 AND BMI > 30.50 THEN class = Colon
Rule 1032: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm <= 8.92 AND Lymph_Nodes_Examined <= 9.00 THEN class = Lung
Rule 1033: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm <= 8.92 AND Lymph_Nodes_Examined > 9.00 AND Tumor_Size_cm <= 8.48 THEN class = Skin
Rule 1034: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm <= 8.92 AND Lymph_Nodes_Examined > 9.00 AND Tumor_Size_cm > 8.48 AND Age <= 55.50 THEN class = Breast
Rule 1035: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm <= 8.92 AND Lymph_Nodes_Examined > 9.00 AND Tumor_Size_cm > 8.48 AND Age > 55.50 THEN class = Lung
Rule 1036: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm > 8.92 AND Survival_Months <= 53.00 THEN class = Prostate
Rule 1037: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined <= 15.50 AND Tumor_Size_cm > 8.16 AND Tumor_Size_cm > 8.92 AND Survival_Months > 53.00 THEN class = Colon
Rule 1038: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months <= 59.50 AND Survival_Months <= 52.50 THEN class = Prostate
Rule 1039: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months <= 59.50 AND Survival_Months > 52.50 AND BMI <= 26.65 THEN class = Lung
Rule 1040: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months <= 59.50 AND Survival_Months > 52.50 AND BMI > 26.65 AND BMI <= 27.65 AND Age <= 58.00 THEN class = Breast
Rule 1041: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months <= 59.50 AND Survival_Months > 52.50 AND BMI > 26.65 AND BMI <= 27.65 AND Age > 58.00 THEN class = Leukemia
Rule 1042: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months <= 59.50 AND Survival_Months > 52.50 AND BMI > 26.65 AND BMI > 27.65 THEN class = Leukemia
Rule 1043: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months <= 61.50 AND Survival_Months > 59.50 THEN class = Prostate
Rule 1044: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm <= 5.31 AND Survival_Months > 61.50 THEN class = Lung
Rule 1045: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age <= 54.50 AND Age <= 47.50 AND Lymph_Nodes_Positive <= 3.00 THEN class = Lung
Rule 1046: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age <= 54.50 AND Age <= 47.50 AND Lymph_Nodes_Positive > 3.00 AND Survival_Months <= 59.00 THEN class = Prostate
Rule 1047: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age <= 54.50 AND Age <= 47.50 AND Lymph_Nodes_Positive > 3.00 AND Survival_Months > 59.00 AND BMI <= 29.10 THEN class = Breast
Rule 1048: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age <= 54.50 AND Age <= 47.50 AND Lymph_Nodes_Positive > 3.00 AND Survival_Months > 59.00 AND BMI > 29.10 THEN class = Colon
Rule 1049: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age <= 54.50 AND Age > 47.50 THEN class = Leukemia
Rule 1050: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months <= 63.50 AND BMI > 26.05 AND Lymph_Nodes_Examined > 15.50 AND Tumor_Size_cm > 5.31 AND Age > 54.50 THEN class = Colon
Rule 1051: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm <= 1.69 AND Survival_Months <= 112.00 THEN class = Prostate
Rule 1052: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm <= 1.69 AND Survival_Months > 112.00 THEN class = Lung
Rule 1053: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm <= 1.84 AND Survival_Months <= 97.50 AND Age <= 72.50 AND Tumor_Size_cm <= 1.76 THEN class = Lung
Rule 1054: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm <= 1.84 AND Survival_Months <= 97.50 AND Age <= 72.50 AND Tumor_Size_cm > 1.76 THEN class = Colon
Rule 1055: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm <= 1.84 AND Survival_Months <= 97.50 AND Age > 72.50 THEN class = Lung
Rule 1056: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm <= 1.84 AND Survival_Months > 97.50 THEN class = Breast
Rule 1057: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm <= 2.03 AND Lymph_Nodes_Positive <= 3.50 THEN class = Breast
Rule 1058: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm <= 2.03 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Positive <= 4.50 THEN class = Lung
Rule 1059: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm <= 2.03 AND Lymph_Nodes_Positive > 3.50 AND Lymph_Nodes_Positive > 4.50 THEN class = Leukemia
Rule 1060: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm <= 2.05 AND Age <= 33.00 THEN class = Prostate
Rule 1061: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm <= 2.05 AND Age > 33.00 THEN class = Skin
Rule 1062: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm > 2.05 AND BMI <= 32.85 AND Tumor_Size_cm <= 2.07 THEN class = Leukemia
Rule 1063: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm > 2.05 AND BMI <= 32.85 AND Tumor_Size_cm > 2.07 AND Age <= 71.50 THEN class = Prostate
Rule 1064: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm > 2.05 AND BMI <= 32.85 AND Tumor_Size_cm > 2.07 AND Age > 71.50 THEN class = Leukemia
Rule 1065: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm <= 2.16 AND Tumor_Size_cm > 2.05 AND BMI > 32.85 THEN class = Colon
Rule 1066: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined <= 5.00 THEN class = Lung
Rule 1067: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months <= 71.00 AND Age <= 56.50 THEN class = Skin
Rule 1068: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months <= 71.00 AND Age > 56.50 THEN class = Lung
Rule 1069: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 71.00 AND BMI <= 28.90 THEN class = Colon
Rule 1070: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 71.00 AND BMI > 28.90 AND Age <= 78.00 THEN class = Prostate
Rule 1071: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm <= 2.25 AND Tumor_Size_cm > 2.16 AND Lymph_Nodes_Examined > 5.00 AND Survival_Months > 71.00 AND BMI > 28.90 AND Age > 78.00 THEN class = Skin
Rule 1072: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm > 2.25 AND BMI <= 30.65 THEN class = Leukemia
Rule 1073: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined <= 17.00 AND Tumor_Size_cm > 2.03 AND Tumor_Size_cm > 2.25 AND BMI > 30.65 THEN class = Breast
Rule 1074: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm <= 2.30 AND Tumor_Size_cm > 1.84 AND Lymph_Nodes_Examined > 17.00 THEN class = Prostate
Rule 1075: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm > 2.30 AND Lymph_Nodes_Examined <= 5.00 THEN class = Breast
Rule 1076: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm <= 2.43 AND Tumor_Size_cm > 2.30 AND Lymph_Nodes_Examined > 5.00 THEN class = Lung
Rule 1077: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months <= 74.50 AND Age <= 41.50 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months <= 72.50 THEN class = Lung
Rule 1078: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months <= 74.50 AND Age <= 41.50 AND Lymph_Nodes_Positive <= 2.50 AND Survival_Months > 72.50 THEN class = Prostate
Rule 1079: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months <= 74.50 AND Age <= 41.50 AND Lymph_Nodes_Positive > 2.50 THEN class = Prostate
Rule 1080: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months <= 74.50 AND Age > 41.50 THEN class = Breast
Rule 1081: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months > 74.50 AND Survival_Months <= 86.00 AND Tumor_Size_cm <= 3.06 THEN class = Breast
Rule 1082: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months > 74.50 AND Survival_Months <= 86.00 AND Tumor_Size_cm > 3.06 THEN class = Colon
Rule 1083: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months > 74.50 AND Survival_Months > 86.00 AND Survival_Months <= 88.50 THEN class = Colon
Rule 1084: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age <= 48.00 AND Survival_Months > 74.50 AND Survival_Months > 86.00 AND Survival_Months > 88.50 THEN class = Prostate
Rule 1085: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 82.00 AND Lymph_Nodes_Examined <= 6.50 AND Survival_Months <= 71.00 THEN class = Leukemia
Rule 1086: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 82.00 AND Lymph_Nodes_Examined <= 6.50 AND Survival_Months > 71.00 AND BMI <= 28.45 THEN class = Leukemia
Rule 1087: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 82.00 AND Lymph_Nodes_Examined <= 6.50 AND Survival_Months > 71.00 AND BMI > 28.45 THEN class = Prostate
Rule 1088: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 82.00 AND Lymph_Nodes_Examined > 6.50 THEN class = Prostate
Rule 1089: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 82.00 THEN class = Skin
Rule 1090: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined > 8.50 AND Age <= 71.50 THEN class = Colon
Rule 1091: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined > 8.50 AND Age > 71.50 AND BMI <= 26.70 THEN class = Lung
Rule 1092: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months <= 84.00 AND Lymph_Nodes_Examined > 8.50 AND Age > 71.50 AND BMI > 26.70 THEN class = Prostate
Rule 1093: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm <= 3.37 AND Age > 48.00 AND Survival_Months > 84.00 THEN class = Lung
Rule 1094: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm > 3.37 AND Lymph_Nodes_Examined <= 5.50 THEN class = Skin
Rule 1095: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months <= 90.50 AND Tumor_Size_cm > 3.37 AND Lymph_Nodes_Examined > 5.50 THEN class = Leukemia
Rule 1096: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months <= 95.50 AND Survival_Months <= 92.00 THEN class = Breast
Rule 1097: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months <= 95.50 AND Survival_Months > 92.00 THEN class = Leukemia
Rule 1098: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months > 95.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 114.50 AND Lymph_Nodes_Positive <= 0.50 THEN class = Leukemia
Rule 1099: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months > 95.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months <= 114.50 AND Lymph_Nodes_Positive > 0.50 THEN class = Skin
Rule 1100: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months > 95.50 AND Lymph_Nodes_Examined <= 8.50 AND Survival_Months > 114.50 THEN class = Prostate
Rule 1101: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months > 95.50 AND Lymph_Nodes_Examined > 8.50 AND Age <= 27.00 THEN class = Lung
Rule 1102: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined <= 13.50 AND Survival_Months > 95.50 AND Lymph_Nodes_Examined > 8.50 AND Age > 27.00 THEN class = Prostate
Rule 1103: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm <= 3.42 AND Tumor_Size_cm > 2.43 AND Survival_Months > 90.50 AND Lymph_Nodes_Examined > 13.50 THEN class = Leukemia
Rule 1104: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age <= 28.50 AND BMI <= 27.80 AND Tumor_Size_cm <= 3.65 THEN class = Colon
Rule 1105: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age <= 28.50 AND BMI <= 27.80 AND Tumor_Size_cm > 3.65 THEN class = Breast
Rule 1106: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age <= 28.50 AND BMI > 27.80 THEN class = Lung
Rule 1107: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age <= 59.00 AND Age <= 32.50 THEN class = Breast
Rule 1108: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age <= 59.00 AND Age > 32.50 AND Survival_Months <= 72.00 AND BMI <= 30.60 THEN class = Skin
Rule 1109: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age <= 59.00 AND Age > 32.50 AND Survival_Months <= 72.00 AND BMI > 30.60 THEN class = Lung
Rule 1110: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age <= 59.00 AND Age > 32.50 AND Survival_Months > 72.00 AND BMI <= 27.45 THEN class = Leukemia
Rule 1111: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age <= 59.00 AND Age > 32.50 AND Survival_Months > 72.00 AND BMI > 27.45 THEN class = Colon
Rule 1112: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age > 59.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm <= 3.67 THEN class = Breast
Rule 1113: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age > 59.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 3.67 AND BMI <= 27.85 THEN class = Leukemia
Rule 1114: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age > 59.00 AND Lymph_Nodes_Examined <= 17.50 AND Tumor_Size_cm > 3.67 AND BMI > 27.85 THEN class = Breast
Rule 1115: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm <= 3.72 AND Age > 59.00 AND Lymph_Nodes_Examined > 17.50 THEN class = Skin
Rule 1116: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm > 3.72 AND BMI <= 26.55 THEN class = Leukemia
Rule 1117: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm <= 3.88 AND Age > 28.50 AND Tumor_Size_cm > 3.72 AND BMI > 26.55 THEN class = Colon
Rule 1118: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm <= 4.02 AND Tumor_Size_cm <= 3.89 THEN class = Prostate
Rule 1119: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm <= 4.02 AND Tumor_Size_cm > 3.89 AND Tumor_Size_cm <= 3.98 AND Tumor_Size_cm <= 3.91 THEN class = Leukemia
Rule 1120: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm <= 4.02 AND Tumor_Size_cm > 3.89 AND Tumor_Size_cm <= 3.98 AND Tumor_Size_cm > 3.91 THEN class = Skin
Rule 1121: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm <= 4.02 AND Tumor_Size_cm > 3.89 AND Tumor_Size_cm > 3.98 THEN class = Leukemia
Rule 1122: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm > 4.02 AND Lymph_Nodes_Examined <= 8.00 AND Age <= 50.50 THEN class = Breast
Rule 1123: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm > 4.02 AND Lymph_Nodes_Examined <= 8.00 AND Age > 50.50 AND Lymph_Nodes_Examined <= 2.50 THEN class = Lung
Rule 1124: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm > 4.02 AND Lymph_Nodes_Examined <= 8.00 AND Age > 50.50 AND Lymph_Nodes_Examined > 2.50 AND BMI <= 29.45 THEN class = Skin
Rule 1125: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm > 4.02 AND Lymph_Nodes_Examined <= 8.00 AND Age > 50.50 AND Lymph_Nodes_Examined > 2.50 AND BMI > 29.45 THEN class = Leukemia
Rule 1126: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm <= 4.15 AND Tumor_Size_cm > 4.02 AND Lymph_Nodes_Examined > 8.00 THEN class = Breast
Rule 1127: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm <= 4.34 AND Lymph_Nodes_Examined <= 10.00 AND Lymph_Nodes_Examined <= 2.00 THEN class = Colon
Rule 1128: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm <= 4.34 AND Lymph_Nodes_Examined <= 10.00 AND Lymph_Nodes_Examined > 2.00 THEN class = Lung
Rule 1129: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm <= 4.34 AND Lymph_Nodes_Examined > 10.00 AND BMI <= 29.30 THEN class = Prostate
Rule 1130: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm <= 4.34 AND Lymph_Nodes_Examined > 10.00 AND BMI > 29.30 THEN class = Leukemia
Rule 1131: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm > 4.34 AND BMI <= 27.45 AND Lymph_Nodes_Positive <= 7.50 THEN class = Breast
Rule 1132: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm > 4.34 AND BMI <= 27.45 AND Lymph_Nodes_Positive > 7.50 THEN class = Prostate
Rule 1133: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm > 4.34 AND BMI > 27.45 AND Lymph_Nodes_Examined <= 12.00 THEN class = Prostate
Rule 1134: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm <= 4.43 AND Tumor_Size_cm > 4.34 AND BMI > 27.45 AND Lymph_Nodes_Examined > 12.00 THEN class = Skin
Rule 1135: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months <= 95.00 THEN class = Lung
Rule 1136: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months > 95.00 AND Tumor_Size_cm <= 8.00 THEN class = Skin
Rule 1137: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined <= 0.50 AND Survival_Months > 95.00 AND Tumor_Size_cm > 8.00 THEN class = Breast
Rule 1138: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age <= 41.00 AND Survival_Months <= 106.00 THEN class = Prostate
Rule 1139: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age <= 41.00 AND Survival_Months > 106.00 THEN class = Leukemia
Rule 1140: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI <= 26.10 THEN class = Lung
Rule 1141: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI <= 27.95 AND Age <= 59.00 AND Tumor_Size_cm <= 5.77 THEN class = Colon
Rule 1142: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI <= 27.95 AND Age <= 59.00 AND Tumor_Size_cm > 5.77 AND Age <= 51.50 THEN class = Leukemia
Rule 1143: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI <= 27.95 AND Age <= 59.00 AND Tumor_Size_cm > 5.77 AND Age > 51.50 THEN class = Prostate
Rule 1144: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI <= 27.95 AND Age > 59.00 AND BMI <= 26.70 THEN class = Colon
Rule 1145: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI <= 27.95 AND Age > 59.00 AND BMI > 26.70 THEN class = Leukemia
Rule 1146: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive <= 0.50 AND Age > 41.00 AND BMI > 26.10 AND BMI > 27.95 THEN class = Prostate
Rule 1147: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age <= 33.00 AND Tumor_Size_cm <= 6.27 THEN class = Colon
Rule 1148: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age <= 33.00 AND Tumor_Size_cm > 6.27 AND Tumor_Size_cm <= 7.49 AND Lymph_Nodes_Positive <= 4.00 THEN class = Breast
Rule 1149: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age <= 33.00 AND Tumor_Size_cm > 6.27 AND Tumor_Size_cm <= 7.49 AND Lymph_Nodes_Positive > 4.00 AND Lymph_Nodes_Positive <= 8.00 THEN class = Skin
Rule 1150: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age <= 33.00 AND Tumor_Size_cm > 6.27 AND Tumor_Size_cm <= 7.49 AND Lymph_Nodes_Positive > 4.00 AND Lymph_Nodes_Positive > 8.00 THEN class = Colon
Rule 1151: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age <= 33.00 AND Tumor_Size_cm > 6.27 AND Tumor_Size_cm > 7.49 THEN class = Leukemia
Rule 1152: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI <= 26.20 THEN class = Skin
Rule 1153: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI <= 26.90 AND Survival_Months <= 69.50 THEN class = Colon
Rule 1154: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI <= 26.90 AND Survival_Months > 69.50 AND Lymph_Nodes_Positive <= 6.50 AND Lymph_Nodes_Examined <= 10.50 THEN class = Leukemia
Rule 1155: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI <= 26.90 AND Survival_Months > 69.50 AND Lymph_Nodes_Positive <= 6.50 AND Lymph_Nodes_Examined > 10.50 THEN class = Prostate
Rule 1156: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI <= 26.90 AND Survival_Months > 69.50 AND Lymph_Nodes_Positive > 6.50 THEN class = Lung
Rule 1157: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age <= 70.50 AND Lymph_Nodes_Positive <= 5.50 THEN class = Breast
Rule 1158: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age <= 70.50 AND Lymph_Nodes_Positive > 5.50 AND Age <= 41.50 THEN class = Colon
Rule 1159: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age <= 70.50 AND Lymph_Nodes_Positive > 5.50 AND Age > 41.50 THEN class = Skin
Rule 1160: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age > 70.50 AND Tumor_Size_cm <= 5.47 THEN class = Lung
Rule 1161: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age > 70.50 AND Tumor_Size_cm > 5.47 AND Lymph_Nodes_Examined <= 11.00 THEN class = Skin
Rule 1162: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined <= 15.00 AND BMI > 26.20 AND BMI > 26.90 AND Age > 70.50 AND Tumor_Size_cm > 5.47 AND Lymph_Nodes_Examined > 11.00 THEN class = Lung
Rule 1163: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined > 15.00 AND Survival_Months <= 83.50 THEN class = Skin
Rule 1164: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined > 15.00 AND Survival_Months > 83.50 AND Age <= 61.00 AND Age <= 47.00 THEN class = Prostate
Rule 1165: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined > 15.00 AND Survival_Months > 83.50 AND Age <= 61.00 AND Age > 47.00 THEN class = Breast
Rule 1166: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm <= 6.31 AND Lymph_Nodes_Examined > 15.00 AND Survival_Months > 83.50 AND Age > 61.00 THEN class = Prostate
Rule 1167: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI <= 25.95 AND Tumor_Size_cm <= 6.39 THEN class = Colon
Rule 1168: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI <= 25.95 AND Tumor_Size_cm > 6.39 AND Lymph_Nodes_Examined <= 9.00 THEN class = Prostate
Rule 1169: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI <= 25.95 AND Tumor_Size_cm > 6.39 AND Lymph_Nodes_Examined > 9.00 THEN class = Breast
Rule 1170: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined <= 15.50 THEN class = Leukemia
Rule 1171: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined > 15.50 AND Lymph_Nodes_Positive <= 9.50 THEN class = Prostate
Rule 1172: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months <= 76.00 AND Lymph_Nodes_Examined > 15.50 AND Lymph_Nodes_Positive > 9.50 THEN class = Breast
Rule 1173: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm <= 7.52 AND Tumor_Size_cm <= 7.42 AND BMI <= 28.40 AND Tumor_Size_cm <= 6.48 THEN class = Breast
Rule 1174: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm <= 7.52 AND Tumor_Size_cm <= 7.42 AND BMI <= 28.40 AND Tumor_Size_cm > 6.48 THEN class = Lung
Rule 1175: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm <= 7.52 AND Tumor_Size_cm <= 7.42 AND BMI > 28.40 THEN class = Colon
Rule 1176: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm <= 7.52 AND Tumor_Size_cm > 7.42 THEN class = Colon
Rule 1177: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm > 7.52 AND Tumor_Size_cm <= 7.88 THEN class = Breast
Rule 1178: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm > 7.52 AND Tumor_Size_cm > 7.88 AND Lymph_Nodes_Positive <= 5.00 THEN class = Colon
Rule 1179: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm <= 7.99 AND BMI > 25.95 AND Survival_Months > 76.00 AND Tumor_Size_cm > 7.52 AND Tumor_Size_cm > 7.88 AND Lymph_Nodes_Positive > 5.00 THEN class = Lung
Rule 1180: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 27.85 AND Age <= 40.00 THEN class = Leukemia
Rule 1181: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive <= 5.50 AND BMI <= 27.85 AND Age > 40.00 THEN class = Colon
Rule 1182: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 27.85 AND Survival_Months <= 76.00 THEN class = Skin
Rule 1183: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 27.85 AND Survival_Months > 76.00 AND Survival_Months <= 80.00 THEN class = Leukemia
Rule 1184: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive <= 5.50 AND BMI > 27.85 AND Survival_Months > 76.00 AND Survival_Months > 80.00 THEN class = Breast
Rule 1185: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive > 5.50 AND Survival_Months <= 87.00 AND Tumor_Size_cm <= 8.65 THEN class = Leukemia
Rule 1186: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive > 5.50 AND Survival_Months <= 87.00 AND Tumor_Size_cm > 8.65 THEN class = Lung
Rule 1187: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months <= 104.50 AND Lymph_Nodes_Positive > 5.50 AND Survival_Months > 87.00 THEN class = Prostate
Rule 1188: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months <= 115.50 AND Age > 33.00 AND Tumor_Size_cm > 6.31 AND Tumor_Size_cm > 7.99 AND Survival_Months > 104.50 THEN class = Skin
Rule 1189: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months > 115.50 AND Tumor_Size_cm <= 8.13 THEN class = Colon
Rule 1190: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm <= 8.94 AND Lymph_Nodes_Examined > 0.50 AND Lymph_Nodes_Positive > 0.50 AND Survival_Months > 115.50 AND Tumor_Size_cm > 8.13 THEN class = Lung
Rule 1191: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months <= 116.50 AND Tumor_Size_cm > 8.94 THEN class = Lung
Rule 1192: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months > 116.50 AND Tumor_Size_cm <= 8.07 THEN class = Breast
Rule 1193: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI <= 28.55 AND Survival_Months > 116.50 AND Tumor_Size_cm > 8.07 THEN class = Leukemia
Rule 1194: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age <= 28.50 THEN class = Leukemia
Rule 1195: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months <= 87.50 AND Survival_Months <= 82.00 AND BMI <= 29.65 THEN class = Skin
Rule 1196: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months <= 87.50 AND Survival_Months <= 82.00 AND BMI > 29.65 THEN class = Leukemia
Rule 1197: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months <= 87.50 AND Survival_Months > 82.00 THEN class = Lung
Rule 1198: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months > 87.50 AND Tumor_Size_cm <= 4.78 THEN class = Colon
Rule 1199: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months > 87.50 AND Tumor_Size_cm > 4.78 AND Lymph_Nodes_Examined <= 3.50 AND Tumor_Size_cm <= 5.35 THEN class = Prostate
Rule 1200: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months > 87.50 AND Tumor_Size_cm > 4.78 AND Lymph_Nodes_Examined <= 3.50 AND Tumor_Size_cm > 5.35 THEN class = Colon
Rule 1201: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm <= 7.38 AND Age > 28.50 AND Survival_Months > 87.50 AND Tumor_Size_cm > 4.78 AND Lymph_Nodes_Examined > 3.50 THEN class = Prostate
Rule 1202: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 7.38 AND Survival_Months <= 67.00 THEN class = Breast
Rule 1203: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 7.38 AND Survival_Months > 67.00 AND Survival_Months <= 77.00 AND BMI <= 29.05 THEN class = Colon
Rule 1204: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 7.38 AND Survival_Months > 67.00 AND Survival_Months <= 77.00 AND BMI > 29.05 THEN class = Lung
Rule 1205: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined <= 9.50 AND Tumor_Size_cm > 7.38 AND Survival_Months > 67.00 AND Survival_Months > 77.00 THEN class = Colon
Rule 1206: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months <= 90.00 AND Tumor_Size_cm <= 5.19 THEN class = Skin
Rule 1207: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months <= 90.00 AND Tumor_Size_cm > 5.19 THEN class = Lung
Rule 1208: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months > 90.00 AND BMI <= 29.15 THEN class = Skin
Rule 1209: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months > 90.00 AND BMI > 29.15 AND Survival_Months <= 116.50 AND Age <= 31.50 THEN class = Prostate
Rule 1210: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months > 90.00 AND BMI > 29.15 AND Survival_Months <= 116.50 AND Age > 31.50 THEN class = Leukemia
Rule 1211: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive <= 5.50 AND Survival_Months > 90.00 AND BMI > 29.15 AND Survival_Months > 116.50 THEN class = Skin
Rule 1212: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI <= 28.75 THEN class = Colon
Rule 1213: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI <= 29.05 THEN class = Lung
Rule 1214: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI <= 29.90 AND Lymph_Nodes_Examined <= 14.00 THEN class = Colon
Rule 1215: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI <= 29.90 AND Lymph_Nodes_Examined > 14.00 AND Tumor_Size_cm <= 4.65 THEN class = Breast
Rule 1216: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI <= 29.90 AND Lymph_Nodes_Examined > 14.00 AND Tumor_Size_cm > 4.65 THEN class = Skin
Rule 1217: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI > 29.90 AND Tumor_Size_cm <= 6.95 THEN class = Lung
Rule 1218: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI > 29.90 AND Tumor_Size_cm > 6.95 AND Age <= 34.00 AND Survival_Months <= 87.50 THEN class = Lung
Rule 1219: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI > 29.90 AND Tumor_Size_cm > 6.95 AND Age <= 34.00 AND Survival_Months > 87.50 THEN class = Colon
Rule 1220: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive <= 16.50 AND BMI > 28.55 AND Lymph_Nodes_Examined > 9.50 AND Lymph_Nodes_Positive > 5.50 AND BMI > 28.75 AND BMI > 29.05 AND BMI > 29.90 AND Tumor_Size_cm > 6.95 AND Age > 34.00 THEN class = Leukemia
Rule 1221: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI <= 30.85 AND Lymph_Nodes_Positive > 16.50 THEN class = Breast
Rule 1222: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age <= 21.50 THEN class = Colon
Rule 1223: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age > 21.50 AND BMI <= 31.60 AND Lymph_Nodes_Positive <= 5.50 THEN class = Leukemia
Rule 1224: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age > 21.50 AND BMI <= 31.60 AND Lymph_Nodes_Positive > 5.50 THEN class = Skin
Rule 1225: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age > 21.50 AND BMI > 31.60 AND Lymph_Nodes_Positive <= 0.50 THEN class = Breast
Rule 1226: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age > 21.50 AND BMI > 31.60 AND Lymph_Nodes_Positive > 0.50 AND Lymph_Nodes_Positive <= 1.50 THEN class = Leukemia
Rule 1227: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age <= 26.50 AND Age > 21.50 AND BMI > 31.60 AND Lymph_Nodes_Positive > 0.50 AND Lymph_Nodes_Positive > 1.50 THEN class = Breast
Rule 1228: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age <= 43.00 AND Survival_Months <= 87.00 AND Tumor_Size_cm <= 6.15 AND Survival_Months <= 81.00 THEN class = Skin
Rule 1229: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age <= 43.00 AND Survival_Months <= 87.00 AND Tumor_Size_cm <= 6.15 AND Survival_Months > 81.00 THEN class = Leukemia
Rule 1230: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age <= 43.00 AND Survival_Months <= 87.00 AND Tumor_Size_cm > 6.15 AND Survival_Months <= 76.50 THEN class = Lung
Rule 1231: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age <= 43.00 AND Survival_Months <= 87.00 AND Tumor_Size_cm > 6.15 AND Survival_Months > 76.50 THEN class = Prostate
Rule 1232: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age <= 43.00 AND Survival_Months > 87.00 THEN class = Lung
Rule 1233: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 11.00 AND Lymph_Nodes_Examined <= 3.00 THEN class = Prostate
Rule 1234: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 11.00 AND Lymph_Nodes_Examined > 3.00 AND Lymph_Nodes_Examined <= 6.00 THEN class = Lung
Rule 1235: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 11.00 AND Lymph_Nodes_Examined > 3.00 AND Lymph_Nodes_Examined > 6.00 AND Tumor_Size_cm <= 4.94 AND Survival_Months <= 102.00 THEN class = Lung
Rule 1236: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 11.00 AND Lymph_Nodes_Examined > 3.00 AND Lymph_Nodes_Examined > 6.00 AND Tumor_Size_cm <= 4.94 AND Survival_Months > 102.00 THEN class = Breast
Rule 1237: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive <= 11.00 AND Lymph_Nodes_Examined > 3.00 AND Lymph_Nodes_Examined > 6.00 AND Tumor_Size_cm > 4.94 THEN class = Breast
Rule 1238: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age <= 54.50 AND Age > 26.50 AND Age > 43.00 AND Lymph_Nodes_Positive > 11.00 THEN class = Colon
Rule 1239: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm <= 6.19 AND Tumor_Size_cm <= 5.78 AND BMI <= 33.15 AND Lymph_Nodes_Examined <= 4.50 THEN class = Skin
Rule 1240: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm <= 6.19 AND Tumor_Size_cm <= 5.78 AND BMI <= 33.15 AND Lymph_Nodes_Examined > 4.50 THEN class = Colon
Rule 1241: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm <= 6.19 AND Tumor_Size_cm <= 5.78 AND BMI > 33.15 THEN class = Prostate
Rule 1242: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm <= 6.19 AND Tumor_Size_cm > 5.78 THEN class = Colon
Rule 1243: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months <= 94.00 AND BMI <= 31.85 THEN class = Skin
Rule 1244: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months <= 94.00 AND BMI > 31.85 AND Survival_Months <= 78.00 AND BMI <= 34.00 THEN class = Prostate
Rule 1245: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months <= 94.00 AND BMI > 31.85 AND Survival_Months <= 78.00 AND BMI > 34.00 AND BMI <= 34.25 THEN class = Skin
Rule 1246: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months <= 94.00 AND BMI > 31.85 AND Survival_Months <= 78.00 AND BMI > 34.00 AND BMI > 34.25 THEN class = Leukemia
Rule 1247: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months <= 94.00 AND BMI > 31.85 AND Survival_Months > 78.00 THEN class = Breast
Rule 1248: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm <= 7.77 AND Tumor_Size_cm > 6.19 AND Survival_Months > 94.00 THEN class = Prostate
Rule 1249: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm > 7.77 AND Age <= 68.50 AND BMI <= 37.50 THEN class = Leukemia
Rule 1250: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm > 7.77 AND Age <= 68.50 AND BMI > 37.50 THEN class = Breast
Rule 1251: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm <= 8.55 AND Age > 54.50 AND Tumor_Size_cm > 7.77 AND Age > 68.50 THEN class = Lung
Rule 1252: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm <= 9.12 AND Survival_Months > 63.50 AND Tumor_Size_cm > 1.69 AND Tumor_Size_cm > 3.42 AND Tumor_Size_cm > 3.88 AND Tumor_Size_cm > 4.15 AND Tumor_Size_cm > 4.43 AND BMI > 30.85 AND Tumor_Size_cm > 8.55 THEN class = Prostate
Rule 1253: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined <= 5.50 AND Tumor_Size_cm <= 9.46 AND Tumor_Size_cm <= 9.14 THEN class = Leukemia
Rule 1254: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined <= 5.50 AND Tumor_Size_cm <= 9.46 AND Tumor_Size_cm > 9.14 THEN class = Skin
Rule 1255: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined <= 5.50 AND Tumor_Size_cm > 9.46 THEN class = Leukemia
Rule 1256: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months <= 52.50 THEN class = Colon
Rule 1257: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months <= 57.50 THEN class = Prostate
Rule 1258: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months <= 70.00 AND Lymph_Nodes_Examined <= 12.50 THEN class = Skin
Rule 1259: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months <= 70.00 AND Lymph_Nodes_Examined > 12.50 THEN class = Leukemia
Rule 1260: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm <= 9.32 AND Survival_Months <= 106.50 AND BMI <= 33.60 THEN class = Breast
Rule 1261: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm <= 9.32 AND Survival_Months <= 106.50 AND BMI > 33.60 THEN class = Prostate
Rule 1262: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm <= 9.32 AND Survival_Months > 106.50 THEN class = Lung
Rule 1263: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined <= 13.00 AND Tumor_Size_cm <= 9.37 THEN class = Skin
Rule 1264: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined <= 13.00 AND Tumor_Size_cm > 9.37 AND Age <= 49.00 THEN class = Leukemia
Rule 1265: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined <= 13.00 AND Tumor_Size_cm > 9.37 AND Age > 49.00 THEN class = Prostate
Rule 1266: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined > 13.00 AND Lymph_Nodes_Positive <= 1.50 THEN class = Leukemia
Rule 1267: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined > 13.00 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive <= 4.50 THEN class = Lung
Rule 1268: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive <= 9.00 AND Lymph_Nodes_Examined > 13.00 AND Lymph_Nodes_Positive > 1.50 AND Lymph_Nodes_Positive > 4.50 THEN class = Skin
Rule 1269: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age <= 77.50 AND Survival_Months > 52.50 AND Survival_Months > 57.50 AND Survival_Months > 70.00 AND Tumor_Size_cm > 9.32 AND Lymph_Nodes_Positive > 9.00 THEN class = Breast
Rule 1270: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months <= 111.50 AND Age > 77.50 THEN class = Colon
Rule 1271: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months > 111.50 AND Survival_Months <= 115.00 THEN class = Leukemia
Rule 1272: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months > 111.50 AND Survival_Months > 115.00 AND BMI <= 30.70 THEN class = Breast
Rule 1273: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age <= 78.50 AND Survival_Months > 111.50 AND Survival_Months > 115.00 AND BMI > 30.70 THEN class = Prostate
Rule 1274: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm <= 9.61 AND BMI <= 31.15 AND Lymph_Nodes_Examined <= 9.00 THEN class = Breast
Rule 1275: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm <= 9.61 AND BMI <= 31.15 AND Lymph_Nodes_Examined > 9.00 THEN class = Leukemia
Rule 1276: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm <= 9.61 AND BMI > 31.15 THEN class = Skin
Rule 1277: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm > 9.61 AND Age <= 85.50 THEN class = Breast
Rule 1278: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm > 9.61 AND Age > 85.50 AND BMI <= 29.30 THEN class = Lung
Rule 1279: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined <= 16.50 AND Age > 78.50 AND Tumor_Size_cm > 9.61 AND Age > 85.50 AND BMI > 29.30 THEN class = Breast
Rule 1280: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined > 16.50 AND Survival_Months <= 80.50 THEN class = Colon
Rule 1281: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined > 16.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Examined <= 18.00 THEN class = Lung
Rule 1282: IF Age > 19.50 AND Survival_Months > 51.50 AND BMI > 23.55 AND Tumor_Size_cm > 1.61 AND BMI > 25.75 AND Tumor_Size_cm > 9.12 AND Lymph_Nodes_Examined > 5.50 AND Lymph_Nodes_Examined > 16.50 AND Survival_Months > 80.50 AND Lymph_Nodes_Examined > 18.00 THEN class = Breast
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